Links
Year
Title
Authors
Venue
PDF
1923
{\"U}ber die Statistik verketteter Vorg{\"a}nge  
F Eggenberger, G P{\'o}lya
Theoria
PDF
1927
To the Lighthouse  
Virginia Woolf
book
PDF URL
1929
The Status of Linguistics as a Science  
E Sapir
Language
PDF URL
1932
An experimental study of the effect of language on the reproduction of visually perceived form.  
L Carmichael, H P Hogen, A A Walter
Journal of Experimental Psychology
PDF
1935
THE TECHNIQUE OF SEMANTICS.  
J R Firth
Transactions of the Philological Society
PDF URL
1937
On Computable Numbers, with an Application to the Entscheidungsproblem  
Alan M Turing
London Mathematical Society
PDF
1940
Science and Linguistics  
Benjamin Lee Whorf
Technical Report
PDF
1948
Intelligent Machinery  
Alan M. Turing
Mechanical Intelligence
PDF
1949
Translation  
W Weaver
Mimeographed
PDF URL
1950
Computing Machinery and Intelligence  
Alan M Turing
Mind: A Quarterly Review of Psychology and Philosophy
PDF URL
1951
A Stochastic Approximation Method  
Herbert Robbins, Sutton Monro
The Annals of Mathematical Statistics
PDF URL
1952
The Chemical Basis of Morphogenesis  
Alan M Turing
Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences
PDF
1953
The Population Frequencies of Species and the Estimation of Population Parameters  
I J Good
Biometrika
PDF URL
1953
Philosophical Investigations  
Ludwig Wittgenstein
book
PDF URL
1954
Distributional Structure  
Zellig S Harris
Word

1954
The Sapir–Whorf hypothesis  
Harry Hoijer
Hoijer
PDF URL
1956
Three models for the description of language  
Noam Chomsky
Information Theory, IRE Transactions on
PDF
1958
Combinatory Logic  
Haskell B Curry, Robert Feys
book
PDF URL
1958
The Mathematics of Sentence Structure  
Joachim Lambek
The American Mathematical Monthly
PDF URL
1958
The Perceptron: A Probabilistic Model for Information Storage and Organization in the Brain  
F Rosenblatt
Psychological Review
PDF URL
1959
On certain formal properties of grammars  
Noam Chomsky
Information and Control

1959
{\'E}l{\'e}ments de Syntaxe Structurale  
Lucien Tesni{\`e}re
book
PDF URL
1960
Criteria for the Recurrence or Transience of Stochastic Process.  
J Lamperti
J. Math
PDF URL
1964
Intelligibility of excerpts from fluent speech: Auditory vs. structural context  
Irwin Pollack, J M Pickett
Journal of Verbal Learning and Verbal Behavior
PDF URL
1964
Algorithm 232 - Heapsort  
J W J Williams
Communications of the ACM
PDF URL
1965
Aspects of the Theory of Syntax  
Noam Chomsky
book
URL
1965
AN EFFICIENT RECOGNITION AND SYNTAXANALYSIS ALGORITHM FOR CONTEXT-FREE LANGUAGES.  
Tadao Kasami
preprint

1965
Answering English questions by computer: a survey  
R F Simmons
Communications of the ACM
PDF
1965
Probability of error of some adaptive pattern-recognition machines  
H. {Scudder}
IEEE Transactions on Information Theory
PDF URL
1966
On Context-Free Languages  
Rohit J. Parikh
Journal of the ACM
PDF
1967
An inequality with applications to statistical estimation for probabilistic functions of Markov processes and to a model for ecology  
Leonard E. Baum, J. A. Eagon
Bulletin of the American Mathematical Society
PDF URL
1967
Language identification in the limit  
E Mark Gold
Information and Control
PDF URL
1967
Recognition and parsing of context-free languages in time n3  
Daniel H Younger
Information and Control
PDF URL
1968
Indexed Grammars---An Extension of Context-Free Grammars  
Alfred V Aho
Journal of the ACM
PDF
1968
Approximating discrete probability distributions with dependence trees  
C K Chow, C N Lieu
IEEE Transactions on Information Theory
PDF URL
1969
A Study of Grammatical Inference  
James Jay Horning
Stanford University
PDF URL
1969
Retrieval time from semantic memory  
Allan M Collins, M Ross Quillian
Journal of Verbal Learning and Verbal Behavior
PDF URL
1969
Convergence Conditions for Ascent Methods  
Philip Wolfe
SIAM review
PDF URL
1970
Remarks on nominalization  
Noam Chomsky
Reading in English Transformational Grammar
PDF
1970
A Theory of Human Action  
Alvin I. Goldman
book
PDF
1970
Universal grammar  
Richard Montague
Theoria
PDF
1970
“Why is Toma late to school again?” Preschoolers identify the most informative questions  
Azzurra Ruggeri, Zi Lin Sim, Fei Xu
Developmental Psychology
PDF URL
1971
The Traveling-Salesman Problem and Minimum Spanning Trees: Part II  
Michael Held, Richard M Karp
Mathematical Programming I
PDF
1971
SpeechPerception  
Peter D Eimas, Einar R Siqueland, Peter Jusczyk, James Vigorito
Science
PDF URL
1971
Procedures as a Representation for Data in a Computer Program for Understanding Natural Language  
Terry Winograd
MIT
PDF URL
1972
Use of the Automated Readability Index for Evaluating Peer-Prepated Material for Use in Adult Reading Education.  
JP Kincaid
journal
PDF URL
1972
Generalized Iterative Scaling for Log-Linear Models  
J N Darroch, D Ratcliff
The Annals of Mathematical Statistics
PDF
1972
Conceptual Dependency: A Theory of Natural Language Understanding  
Roger C Schank
Cognitive Psychology
URL
1973
Some Strategies for the First Two Years  
Susan Ervin-Tripp
Cognitive Development and Acquisition of Language
URL
1973
A Bayesian Analysis of Some Nonparametric Problems  
Thomas S Ferguson
The Annals of Statistics
PDF URL
1973
A data flow language for operating systems programming  
Paul Kosinski
Proceeding of ACM SIGPLAN - SIGOPS interface meeting on Programming languages - operating systems
PDF URL
1973
Ferguson Distributions Via Polya Urn Schemes  
David Blackwell, James B MacQueen
The Annals of Statistics
PDF URL
1973
The Proper Treatment of Quantification in Ordinary English  
Richard Montague
Approaches to Natural Language
PDF
1973
Applying probability measures to abstract languages  
TL Booth, RA Thompson
IEEE Transactions on Computers
PDF URL
1974
Mixtures of Dirichlet Processes with Applications to Bayesian Nonparametric Problems  
Charles E Antoniak
The Annals of Statistics

1974
The development of language and cognition: The cognition hypothesis  
Richard F Cromer
New perspectives in child development
PDF URL
1974
Prior Distributions on Spaces of Probability Measures  
Thomas S Ferguson
The Annals of Statistics
PDF
1975
Design of a linguistic statistical decoder for the recognition of continuous speech  
Frederick Jelinek, Lalit R. Bahl, Robert L Mercer
IEEE Transactions on Information Theory
PDF URL
1975
Logic and Conversation  
Herbert Paul Grice, P Cole, J J Morgan
Syntax and Semantics, volume 3: Speech Acts
PDF URL
1975
THE ACQUISITION OF PERFORMATIVES PRIOR TO SPEECH  
Elizabeth Bates, Luigia Camaioni, Virginia Volterra
Merrill-Palmer Quarterly of Behavior and Development
PDF URL
1976
Applications of Convex Analysis to Multidimensional Scaling  
Jan De Leeuw
European Meeting of Statisticians
PDF
1976
Estimating the Number of Unsen Species: How Many Words Did Shakespeare Know?  
Bradley Efron, Ronald Thisted
Biometrika

1977
Scripts, Plans, Goals and Understanding: an Inquiry into Human Knowledge Structures  
Roger C. Schank, Robert P. Abelson
book
PDF URL
1977
Errors-In-Variables Estimation for Gaussian Lattice Schemes  
Julian Besag
Journal of the Royal Statistical Society. Series B (Methodological)
PDF
1977
A frame PAINTING: The representation of a common sense knowledge fragment  
Eugene Charniak
Cognitive Science
PDF URL
1977
Ms. Maloprop, a Language Comprehension Program  
Eugene Charniak
Proceedings of the 5th International Joint Conference on Artificial Intelligence - Volume 1
URL
1977
X Syntax: A Study of Phrase Structure  
Ray Jackendoff
book
PDF URL
1977
Maximum likelihood from incomplete data via the EM algorithm  
A Dempster, N Laird, D Rubin
Journal of the Royal Statistical Society. Series B (Methodological)
PDF
1977
PAM: a program that infers intentions  
Robert Wilensky
IJCAI'77 Proceedings of the 5th international joint conference on Artificial intelligence
PDF URL
1978
On the foolishness of "natural language programming"  
Edsger W Dijkstra
cs.utexas.edu
PDF URL
1979
Controversies in the Foundations of Statistics  
Bradley Efron
book
PDF
1979
Some Simple Gamma Variate Generators  
R C H Cheng, G M Feast
Applied Statistics
PDF
1980
The Internal Language of Children's Syntax: The Ontogenesis and Representation of Syntactic Categories  
Michael Maratsos, Mary Anne Chalkley
Journal of Child Language
PDF URL
1981
Information About Hyperparamters in Hierarchical Models  
Prem K Goel, Morris H Degroot
Journal of the American Statistical Association
PDF
1981
Generalizations Based on Explanations  
Gerald Dejong
IJCAI
PDF URL
1981
The Dependence on Graphemes and on Their Translation to Phonemes in Reading: A {\ldots}  
J Shimron, D Navon
eric.ed.gov
PDF URL
1981
Convergence of Dirichlet Measures and the Interpratation of Their Parameter  
Jayaram Sethuraman, Ram C Tiwari
Florida State University
PDF
1982
Automatic Schema Acquisition in a Natural Language Environment  
Gerald DeJong
AAAI-82
PDF
1982
An operational semantics for pure dataflow  
A Faustini
Proceedings of the 9th Colloquium on Automata
PDF URL
1982
Measuring Agreement for Multinomial Data  
Mark Davies, Joseph L Fleiss
Biometrics
PDF
1982
On the order of words  
Anthony E Ades, Mark J Steedman
Linguistics and Philosophy
URL
1983
The Acquisition of Communicative Intentions in Infants Eight to Fifteen Months of Age  
Robert L. Carpenter, Ann M. Mastergeorge, Truman E. Coggins
Language and Speech
PDF
1984
Structure and Use in the Acquisition of Word Formation  
Eve V. Clark, Ruth A. Berman
Language
PDF
1984
Eye Movements and Reading Comprehension  
Keith Rayner, Patrick J. Carroll
New Methods in Reading Comprehension Research
PDF
1984
Computing Communications  
W. F. Clocksin
Nature
PDF
1984
Mixture densities, maximum likelihood and the EM algorithm  
RA Redner, HF Walker
SIAM review
PDF URL
1985
Comparing partitions  
L Hubert, P Arabie
Journal of classification
PDF
1985
Learning schemata for natural language processing  
Raymond J Mooney, Gerald Dejong
Proceedings of the Ninth International Joint Conference on Artificial Intelligence (IJCAI-85)
PDF URL
1985
Lexical access for low and high frequency words in Hebrew  
A Koriat
Memory \\& cognition
PDF
1985
Distributed snapshots: Determining global states of distributed systems  
KM Chandy, L Lamport
ACM Transactions on Computer Systems
PDF URL
1985
Incorporation, a theory of grammatical function changing  
Noam Chomsky, Massachusetts Institute of Technology. Dept. of Linguistics, Philosophy, Massachusetts Institute of Technology. Dept. of Linguistics
journal
URL
1985
So you think gestures are nonverbal?  
D. McNeill
Psychological Review
PDF
1985
Impossibility of distributed consensus with one faulty process  
MJ Fischer, NA Lynch, MS Paterson
Journal of the ACM
PDF
1985
Evidence against the context-freeness of natural language  
Stuart Shieber
Linguistics and Philosophy
PDF URL
1985
On not being led up the garden path: the use of context by the psychological syntax processor  
Crain Stephen, Mark Steedman, Lauri Karttunen, David R Dowty, Arnold M Zwicky
book
PDF URL
1986
Meaning, Sound, and Syntax: Lexical Priming in Sentence Production  
Kathryn Bock
Journal of Experimental Psychology: Learning, Memory, and Cognition
PDF
1986
Non-Uniform Random Variate Generation  
Luc Devroye
book
PDF
1986
Serial Order: A Parallel Distributed Processsing Approach  
Michael I Jordan
University of California, San Diego
PDF URL
1986
Explanation-Based Learning: An Alternative View  
Gerald Dejong, Raymond Mooney
Machine learning
PDF URL
1986
Induction of decision trees  
J Quinlan
Machine learning
PDF
1986
Distance Based Ranking Model  
M A Fligner, J S Verducci
Journal of the Royal Statistical Society. Series B (Methodological)
PDF
1986
Referring as a collaborative process  
Herbert H. Clark, Deanna Wilkes-Gibbs
Cognition
PDF URL
1987
A Mean Field Theory Learning Algorithm for Neural Networks  
Carsten Peterson, James R Anderson
complex-systems.com
PDF URL
1987
Word learning in children: an examination of fast mapping  
Tracy H Heibeck, Ellen M Markman
Child Dev
PDF
1987
Structure Dependence in Grammar Formation  
Stephen Crain, Mineharu Nakayama
Language
PDF
1987
Structural Packaging in the Input to Language Learning: Contributions of Prosodic and Morphological Marking of Phrases to the Acquisition of Language  
James L Morgan, Richard P Meier, Elissa L Newport
Cognitive Psychology
PDF
1987
The Bootstrapping Problem In Language Acquisition  
Steven Pinker
Mechanisms of language aquisition
PDF URL
1987
Learning decision lists  
R Rivest
Machine learning
PDF
1987
Path-Planning Strategies for a Point Mobile Automaton Moving Amidst Unknown Obstacles of Arbitrary Shape  
Vladimir J. Lumelsky, Alexander A. Stepanov
Algorithmica
PDF URL
1987
An Efficient Augmented-Context-Free Parsing Algorithm  
Masaru Tomita
Computational Linguistics
PDF
1988
Cross-Language Speech Perception: Initial Capabilities and Developmental Change  
Janet F Werker, Chris E Lalonde
Developmental Psychology
PDF
1988
A General Explanation-Based Learning Mechanism And Its Application to Narrative Understanding  
Raymond Mooney
University of Illinois at Urbana-Champaign
PDF URL
1988
Context and structure in conceptual combination  
Douglas L Medin, Edward J Shoben
Cognitive Psychology
PDF URL
1988
Interaction with context during human sentence processing  
G Altmann, Mark Steedman
Cognition
PDF
1989
Unsupervised Learning  
H.B. Barlow
Neural Computation
PDF URL
1989
Large Linguistic Areas and Language Sampling  
Matthew S Dryer
Studies in Language
PDF
1989
Backpropagation applied to handwritten zip code recognition  
Yann Lecun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, L.D. Jackel
Neural computation
PDF
1989
Facilitating the Acquisition of Syntax with Cross-Sentential Cues to Phrase Structure  
James L Morgan, Richard P Meier, Elissa L Newport
Journal of Memory and Language
PDF URL
1989
Multilayer feedforward networks are universal approximators  
Kurt Hornik, Maxwell Stinchcombe, Halbert White
Neural Networks
PDF
1990
Syntactic transformations on distributed representations  
D Chalmers
Connection Science
PDF URL
1990
Mundane reasoning by settling on a plausible model  
Mark Derthick
Artificial Intelligence
PDF
1990
Finding structure in time  
J Elman
Cognitive Science
PDF URL
1990
Introduction to Numerical Continuation Methods  
Eugene L Allgower, Kurt Georg
book
PDF
1990
The Structural Sources of Verb Meanings  
Lila Gleitman
Language Acquisition
PDF
1990
The Symbol Grounding Problem  
Stevan Harnad
Physica D 42
PDF URL
1990
Mapping part-whole hierarchies into connectionist networks  
Geoffrey E. Hinton
Artificial Intelligence
PDF URL
1990
Preface to the special issue on connectionist symbol processing  
Geoffrey E. Hinton
Artificial Intelligence
PDF
1990
The cascade-correlation learning architecture  
Scott E Fahlman, Christian Lebiere
journal
PDF URL
1990
Learning and applying contextual constraints in sentence comprehension  
Mark F. St. John, James L. McClelland
Artificial Intelligence
PDF
1990
Maturational Constraints on Language Learning  
Elissa L Newport
Cognitive Science
PDF URL
1990
Categorial Grammars Determined from Linguistic Data by Unification  
Wojciech Buszkowski, Gerald Penn
Studia Logica: An International Journal for Symbolic Logic
PDF URL
1990
Recursive distributed representations  
Jordan B. Pollack
Artificial Intelligence
URL
1990
A tutorial on hidden Markov models and selected applications in speech recognition  
Lawrence R Rabiner
book
PDF URL
1990
Deducing linguistic structure from the statistics of large corpora  
Eric Brill, David Magerman, Mitchell Marcus, Beatrice Santorini
conference
PDF URL
1990
Tensor product variable binding and the representation of symbolic structures in connectionist systems  
Paul Smolensky
Artificial Intelligence
PDF URL
1990
Principles of object perception  
E Spelke
Cognitive Science Society
PDF URL
1990
BoltzCONS: Dynamic symbol structures in a connectionist network  
David S. Touretzky
Artificial Intelligence
PDF
1990
Miniature language acquisition: A touchstone for cognitive science  
JA Feldman, G Lakoff, A Stolcke, SH Weber
Proceedings of the 12th Annual Conference of the Cognitive Science Society
PDF
1990
Polynomial Time Parsing of Combinatory Categorial Grammars  
K Vijay-Shanker, David J Weir
Proceedings of the Annual Meeting of the Association for Computational Linguistics
PDF URL
1990
The estimation of stochastic context-free grammars using the Inside-Outside algorithm  
Karim Lari, Steve J Young
Computer speech \\& language
PDF
1990
Neurogammon: a neural-network backgammon program  
G. {Tesauro}
1990 IJCNN International Joint Conference on Neural Networks
PDF
1991
Evolution of Communication in Artificial Organisms  
Gregory M Werner, Michael G Dyer
ALife
PDF
1991
Distributed representations, simple recurrent networks, and grammatical structure  
Jeffrey L Elman
Machine learning
PDF URL
1991
The recurrent cascade-correlation architecture  
Scott E Fahlman
reference.kfupm.edu.sa
PDF
1991
What every computer scientist should know about floating-point arithmetic  
D Goldberg
ACM Computing Surveys (CSUR)
PDF
1991
Automating Gender: Postmodern Feminism in the Age of the Intelligent Machine  
Judith Halberstam
Feminist Studies
PDF
1991
The acquisition of verb subcategorization in a functionalist framework  
M Rispoli
First Language
PDF
1991
Tree-Adjoining Grammars and Lexicalized Grammars  
Aravind K Joshi, Yves Schabes
University of Pennsylvania
PDF URL
1991
Applications of stochastic context-free grammars using the Inside-Outside algorithm  
Karim Lari, Steve J Young
Computer speech \\& language
PDF
1992
Two experiments on learning probabilistic dependency grammars from corpora  
Glenn Carroll, Eugene Charniak
Association for the Advancement of Artificial Intelligence
PDF URL
1992
Two Experiments on Learning Probabilistic Dependency Grammars from Corpora  
Glenn Carroll, Eugene Charniak
Working Notes of the Workshop Statistically-Based NLP Techniques
PDF URL
1992
Overregularlization in Language Acquisition  
Gary F Marcus, Steven Pinker, Michael Ullman, Michelle Hollander, T John Rosen, Fei Xu, Harald Clahsen
Monographs of the Society for Research in Child Development
PDF URL
1992
Explaining the Gibbs Sampler  
George Casella, Edward I George
The American Statistician
PDF URL
1992
Automatic Acquisition of Hyponyms from Large Text Corpora  
Marti A Hearst
Proceedings of the 1993 Workshop on Human Language Technology
PDF URL
1992
How to build a baby: II. Conceptual primitives  
Mandler JM
Psychological Review
PDF
1992
Learning language in the service of a task  
MFS John
Conference of the Cognitive Science Society
PDF URL
1992
Acceleration of Stochastic Approximation by Averaging  
B T Polyak, A B Juditsky
SIAM J. Control and Optimization
PDF URL
1992
Class-Based n-gram Models of Natural Language  
Peter F Brown, Peter V deSouza, Robert L Mercer, Vincent J Della Pietra, Jenifer C Lai
Computational Linguistics
PDF
1992
Linguistic experience alters phonetic perception in infants by 6 months of age  
Patricia K Kuhl, Karen A Williams, Francisco Lacerda, Kenneth N Stevens, Bjorn Lindblom
Science
PDF
1992
Tagging an unfamiliar text with minimal human supervision  
Eric Brill, Mitch Marcus
Proceedings of the Fall Symposium on Probabilistic Approaches to Natural Language
PDF
1992
Noise injection into inputs in back-propagation learning  
K. Matsuoka
IEEE Transactions on Systems, Man, and Cybernetics
PDF URL
1992
Inside-Outside Reestimation from Partially Bracketed Corpora  
Fernando Pereira, Yves Schabes
Proceedings of the 30th Annual Meeting of the Association for Computational Linguistics
PDF
1992
Understanding implicit memory: A cognitive neuroscience approach  
DL Schacter
American Psychologist
PDF URL
1992
Bayesian Nonparametric Inference  
Thomas S Ferguson, Eswar G Phadia, Ram C Tiwari
Lecture Notes-Monograph Series
PDF URL
1992
Robust Stochastic Parsing Using the Inside-Outside Algorithm  
Ted Briscoe, Nick Waegner
Workshop notes from the AAAI Statistically-Based NLP Techniques Workshop
PDF
1992
Simple statistical gradient-following algorithms for connectionist reinforcement learning  
Ronald J Williams
Machine learning
PDF URL
1992
Word-Sense Disambiguation Using Statistical Models of Roget's Categories Trained on Large Corpora  
David Yarowsky
Proceedings of COLING 1992
PDF
1992
Size-biased sampling of Poisson point processes and excursions  
Mihael Perman, Jim Pitman, Marc Yor
Probability Theory and Related Fields
PDF
1992
SWITCHBOARD: telephone speech corpus for research and development  
J. J. {Godfrey}, E. C. {Holliman}, J. {McDaniel}
CASSP-92: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing
PDF
1993
Symbolic Gesture versus Word: Is There a Modality Advantage for Onset of Symbol Use?  
Susan W Goodwyn, Linda P Acredolo
Child Development
PDF
1993
From Grammar to Lexicon: Unsupervised Learning of Lexical Syntax  
Michael R Brent
Computational Linguistics
PDF
1993
Automatic Grammar Induction and Parsing Free Text: A Transformation-Based Approach  
Eric Brill
Association for Computational Linguistics
PDF
1993
Statistical Language Learning  
Eugene Charniak
book
PDF URL
1993
A partial equivalence between shared-memory and message-passing in an asynchronous fail-stop {\ldots}  
A Bar-Noy, D Dolev
Theory of Computing Systems
PDF URL
1993
Accurate Methods for the Statistics of Surprise and Coincidence  
Ted Dunning
Computational Linguistics
PDF
1993
Perceptually Grounded Language Learning: Part 1---A Neural Network Architecture for Robust Sequence Association  
Valeriy I Nenov, Michael G Dyer
Connection Science
PDF URL
1993
Learning and development in neural networks: the importance of starting small  
Jeffrey L Elman
Cognition
PDF
1993
Grounding symbols in the analog world with neural nets  
S Harnad
Think
PDF
1993
Learning and robust learning of product distributions  
K H{\"o}ffgen
COLT
PDF
1993
Conjugate gradient acceleration of the EM algorithm  
M Jamshidian, RI Jennrich
Journal of the American Statistical Association
PDF URL
1993
Building a Large Annotated Corpus of English: The Penn Treebank  
Mitchell P Marcus, Beatrice Santorini, Mary Ann Marcinkiewicz
Computational Linguistics

1993
Subsymbolic Natural Language Processing: An Integrated Model of Scripts, Lexicon, and Memory  
Risto Miikkulainen
book
PDF URL
1993
The Role of Vowels in Reading: A Review of Studies of English and Hebrew  
J Shimron
Psychological Bulletin
PDF URL
1993
The HCRC Map Task Corpus: Natural Dialogue for Speech Recognition  
Henry S Thompson, Anne Anderson, Ellen Gurman Bard, Gwyneth Doherty-Sneddon, Alison Newlands, Cathy Sotillo
Proceedings of the 1993 Workshop on Human Language Technology
PDF URL
1994
Stem Modification and Cluster Transfer in Modern Hebrew  
Outi Bat-El
Natural Language and Linguistic Theory
PDF
1994
Performance of optical flow techniques  
JL Barron, DJ Fleet, SS Beauchemin
International Journal of Computer Vision
PDF
1994
Visual Semantics: Extracting Visual Information from Text AccompanyingVisual Semantics: Extracting Visual Information from Text Accompanying Pictures  
Rohini K. Srihari, Debra T. Burhans
AAAI
PDF
1994
Perceptually Grounded Language Learning: Part 2---DETE: A Neural/Procedural Model  
Valeriy I Nenov, Michael G Dyer
Connection Science
PDF URL
1994
Rapid word learning in 13- and 18-month-olds.  
Amanda L Woodward, Ellen M Markman, Colleen M Fitzsimmons
Developmental Psychology
PDF URL
1994
On structuring probabilistic dependences in stochastic language modelling  
Hermann Ney, Ute Essen, Reinhard Kneser
Computer speech \\& language
PDF
1994
Word order variation and tree-adjoining grammar  
Owen Rambow, YS Lee
Computational Intelligence on Tree Adjoining Grammars
PDF
1994
Categorial Grammars, Lexical Rules and the English Predicative  
Bob Carpenter, Robert Levine
Formal Grammar: Theory and Implementation
PDF
1994
The Collapsed Gibbs Sampler in Bayesian Computations with Applications to a Gene Regulation Problem  
Jun S Liu
Journal of the American Statistical Association
PDF URL
1994
Natural Language Parsing as Statistical Pattern Recognition  
David M Magerman
ArXiv
PDF URL
1994
Domain-general abilities applied to domain-specific tasks: Sensitivity to probabilities in perception, cognition, and language  
Michael H Kelly, Susanne Martin
Lingua
PDF
1994
Tagging English text with a probabilistic model  
B Merialdo
Computational Linguistics
PDF URL
1994
Inducing Probabilistic Grammars by Bayesian Model Merging  
Andreas Stolcke, Stephen Omohundro
Proceedings of the Second International Colloquium on Grammatical Inference and Applications
PDF URL
1994
The Penn Treebank: Annotating Predicate Argument Structure  
Mitchell P Marcus, Grace Kim, Mary Ann Marcinkiewicz, Robert MacIntyre, Ann Bies, Mark Ferguson, Karen Katz, Britta Schasberger
ARPA Human Language Technology Workshop
PDF URL
1994
A Constructive Definition of Dirichlet Priors  
Jayaram Sethuraman
Statistica Sinica
PDF URL
1994
An Introduction to the Conjugate Gradient Method Without the Agonizing Pain  
Jonathan Richard Shewchuk
book
PDF
1994
Bayesian Learning of Probabilistic Language Models  
Andreas Stolcke
University of California at Berkeley
PDF URL
1994
Good features to track  
J Shi, Carlo Tomasi
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
1994
Parsing Some Constrained Grammar Formalisms  
K Vijay-Shanker, David J Weir
Computational Linguistics
PDF URL
1994
The Equivalence Of Four Extensions Of Context-Free Grammars  
K Vijay-Shanker, David J Weir
Mathematical Systems Theory
PDF
1994
Session guarantees for weakly consistent replicated data  
DB Terry, Alan J Demers, K Petersen, MJ Spreitzer, MM Theimer, BB Welch
Proceedings of the International Conference on Parallel and Distributed Information Systems
PDF
1994
Guided Search 2.0 A revised model of visual search  
Jeremy M. Wolfe
Psychonomic Bulletin {\&} Review
PDF URL
1995
Training with noise is equivalent to Tikhonov regularization  
Christopher Bishop
Neural Computation
PDF
1995
Transformation-based error-driven learning and natural language processing: A case study in part-of-speech tagging  
Eric Brill
Computational Linguistics
PDF URL
1995
Prepositional Phrase Attachment through a Backed-Off Model  
Michael Collins, James Brooks
Proceedings of the Third Workshop on Very Large Corpora
PDF
1995
Managing update conflicts in Bayou, a weakly connected replicated storage system  
DB Terry, MM Theimer, K Petersen, Alan J Demers, MJ Spreitzer, CH Hauser
ACM SIGOPS Operating Systems Review
PDF
1995
On convergence properties of the EM algorithm for Gaussian mixtures  
L Xu, Michael I Jordan
MIT Press
PDF URL
1995
Creating false memories: Remembering words not presented in lists  
HL Roediger, KB McDermott
Journal of Experimental Psychology: Learning, Memory, and Cognition
PDF URL
1995
The Role of Theories in Conceptual Coherence  
Gregory L Murphy, Douglas L Medin
Psychological Review
PDF
1995
SARDNET: A Self-Organizing Feature Map for Sequences  
Daniel James, Risto Miikkulainen
Advances in Neural Processing Systems
PDF
1995
Incremental Interpretation of Categorial Grammar  
David Milward
Proceedings of the 7th Conference of the European Chapter of the Association for Computation Linguistics

1995
Improved backing-ff of m-gram language modeling  
Reinhard Kneser, Hermann Ney
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing
PDF
1995
Algorithms For Bigram And Trigram Word Clustering  
Sven Martin, J{\"o}rg Liermann, Hermann Ney
Speech Communication
PDF URL
1995
Modeling visual attention via selective tuning  
John K. Tsotsos, Scan M. Culhane, Winky Yan Kei Wai, Yuzhong Lai, Neal Davis, Fernando Nuflo
Artificial Intelligence
PDF
1995
Exchangeable and partially exchangeable random partitions  
Jim Pitman
Probability Theory and Related Fields
PDF URL
1995
The Early Catastrophe: The 30 Million Word Gap by Age 3  
Betty Hart, Todd R Risley
Meaningful Differences in the Everyday Experiences of Young American Children
PDF
1995
Learning in Order to Reason  
Dan Roth
Harvard University
PDF URL
1995
Distributional Part-of-Speech Tagging  
Hinrich Schuetze
arXiv.org
PDF URL
1995
On the Computational Power of Neural Nets  
H T Siegelmann, E D Sontag
Journal of Computer and System Sciences
PDF URL
1995
Temporal Difference Learning and TD-Gammon  
Gerald Tesauro
Commun. ACM
PDF
1996
Statistical methods and linguistics  
SP Abney
The balancing act: Combining symbolic and statistical approaches to language
PDF URL
1996
The role of vowels and context in the reading of highly skilled native Arabic readers  
S Abu-Rabia
Journal of Psycholinguistic Research
PDF URL
1996
Distributional regularity and phonotactic constraints are useful for segmentation  
Michael R Brent, TA Cartwright
Cognition
PDF URL
1996
Efficient Normal-Form Parsing for Combinatory Categorial Grammar  
Jason Eisner
Proceedings of the 34th Annual Meeting of the Association for Computational Linguistics
PDF
1996
An Empirical Study of Smoothing Techniques for Language Modeling  
SF Chen, Joshua Goodman
Association for Computational Linguistics
PDF URL
1996
Efficient representations of video sequences and their applications  
Michal Irani, P Anandan, J Bergen, R Kumar, S Hsu
Signal Processing: Image Communication
PDF URL
1996
A Multi-body Factorization Method for Motion Analysis  
Jo{\~a}o Costeira, Takeo Kanade
Robotics research: the seventh international {\ldots}
PDF
1996
Identification in the Limit of Categorial Grammars  
Makoto Kanazawa
Journal of Logic, Language and Information
PDF
1996
Nonparametric hierarchical Bayes via sequential imputations  
Jun S Liu
The Annals of Statistics
PDF
1996
Hyperparameters: Optimize, or Integrate out?  
David JC MacKay
Maximum Entropy and Bayesian Methods

1996
Unsupervised Language Acquisition  
Carl G de Marcken
Massachusetts Institute of Technology
PDF URL
1996
Fast Statistical Grammar Induction  
Wide R Hogenhout, Yuji Matsumoto
PACLIC
PDF
1996
Statistical Learning by 8-Month-Old Infants  
Jenny R Saffran, Richard N Aslin, Elissa L Newport
Science
PDF
1996
A maximum entropy approach to natural language processing  
AL Berger, VJD Pietra, SAD Pietra
Computational Linguistics
PDF URL
1996
Some developments of the Blackwell-MacQueen urn scheme  
Jim Pitman
Statistics, Probability and Game Theory
PDF URL
1996
Surface structure and interpretation  
Mark Steedman
book
PDF URL
1996
Infants' Reliance on a Social Criterion for Establishing Word-Object Relations  
Dare A. Baldwin, Ellen M. Markman, Brigitte Bill, Renee N. Desjardins, Jane M. Irwin, Glynnis Tidball
Child Development
PDF
1996
Unreliable failure detectors for reliable distributed systems  
TD Chandra, S Toueg
Journal of the ACM
PDF
1996
The weakest failure detector for solving consensus  
TD Chandra, V Hadzilacos, S Toueg
Journal of the ACM
PDF
1997
Stochastic attribute-value grammars  
SP Abney
Computational Linguistics
PDF URL
1997
The Role of Prosody in Disambiguating Potentially Ambiguous Utterances in English and Italian  
Julia Hirschberg, Cinzia Avesani
International Symposium on Computer Architecture
PDF
1997
Noise Injection: Theoretical Prospects  
Yves Grandvalet, St{\'e}phane Canu, St{\'e}phane Boucheron
Neural Computation
PDF URL
1997
Learning Stochastic Categorial Grammars  
Miles Osborne, Ted Briscoe
Conference on Computational Natural Language Learning
PDF
1997
Multitask Learning  
Rich Caruana
Machine learning
PDF
1997
Three generative, lexicalised models for statistical parsing  
Michael Collins
Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
PDF
1997
Flexible update propagation for weakly consistent replication  
K Petersen, MJ Spreitzer, DB Terry, MM Theimer, Alan J Demers
conference
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1997
The Structure of Perceptual Categories  
Jacob Feldman
Journal of Mathematical Psychology
PDF
1997
Optimization of discrete event systems via simultaneous perturbation stochastic approximation  
MC Fu, D HILL
IIE transactions
PDF URL
1997
Distinct cortical areas associated with native and second languages  
Karl H S Kim, Norman R Relkin, Kyoung-Min Lee, Joy Hirsch
Nature
PDF
1997
Acceleration of the EM algorithm by using quasi-Newton methods  
M Jamshidian, RI Jennrich
Journal of the Royal Statistical Society. Series B (Methodological)
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1997
Factorial Hidden Markov Models  
Zoubin Ghahramani, Michael I Jordan
Machine learning
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1997
An Introduction to Graphical Models  
Michael I Jordan
cis.upenn.edu

1997
Human-Robot-Communication and Machine Learning  
Volker Klingspor, John Demiris, Michael Kaiser
Applied Artificial Intelligence Journal
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1997
The EM algorithm and extensions  
Geoffrey J McLachlan, Thriyambakam Krishnan
gbv.de
PDF URL
1997
GOLOG: A logic programming language for dynamic domains  
H Levesque, R Reiter, Y Lesperance, F Lin
Journal of Logic Programming

1997
Long short-term memory  
Sepp Hochreiter, J{\"u}rgen Schmidhuber
Neural Computation
PDF
1997
Hypervisor-Based Fault-Tolerance  
Thomas Bressoud, Fred Schneider
journal
PDF URL
1997
Grounding Adaptive Language Games in Robotic Agents  
Luc Steels, Paul Vogt
Proceedings of the Fourth European Conference on Artificial Life
PDF URL
1997
Hyperparameter estimation in Dirichlet process mixture models  
Mike West
stat.duke.edu
PDF
1997
Nepotism and sexism in peer-review  
C Wenneras, A Wold
Nature
PDF
1997
Stochastic inversion transduction grammars and bilingual parsing of parallel corpora  
D Wu
Computational Linguistics
PDF URL
1997
The two-parameter Poisson-Dirichlet distribution derived from a stable subordinator  
Jim Pitman, Marc Yor
The Annals of Probability
PDF URL
1998
Learning to Drive a Bicycle using Reinforcement Learning and Shaping  
Jette Randl{\o}v, Preben Alstr{\o}m
International conference on Machine learning
PDF
1998
Natural Gradient Works Efficiently in Learning  
Shun-ichi Amari
Neural computation
PDF URL
1998
Language within our grasp  
G Rizzolatti, M Arbib
Trends in neurosciences
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1998
Reinforcement Learning: An Introduction  
Richard S Sutton, Andrew G Barto
book
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1998
A Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models  
JA Bilmes
book
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1998
A tutorial on support vector machines for pattern recognition  
C Burges
book
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1998
Why Does the Somatosensory Homunculus Have Hands Next to Face and Feet Next to Genitals? A Hypothesis  
MJ Farah
Neural computation
PDF
1998
Distributional Information: A Powerful Cue for Acquiring Syntactic Categories  
Martin Redington, Nick Chater, Steven Finch
Cognitive Science
PDF
1998
Squibs and Discussions Estimation of Probabilistic Context-Free Grammars  
Z Chi, Stuart Geman
Computational Linguistics
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1998
Linguistic complexity: locality of syntactic dependencies  
Edward Gibson
Cognition
PDF
1998
Why people gesture when they speak  
Jana M. Iverson, Susan Goldin-Meadow
Nature
PDF URL
1998
An Empirical Study of Smoothing Techniques for Language Modeling  
Stanley F Chen, Joshua Goodman
TR
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1998
A Metric for Distributions with Applications to Image Databases  
Yossi Rubner, Carlo Tomasi, Leonidas J Guibas
International Conference on Computer Vision
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1998
Gradient-based learning applied to document recognition  
Yann LeCun, L{\'e}on Bottou, Y Bengio, P Haffner
Proceedings of the IEEE
PDF
1998
A view of the EM algorithm that justifies incremental, sparse, and other variants  
RM Neal, Geoffrey Hinton
Learning in graphical models
PDF
1998
PCFG models of linguistic tree representations  
Mark Johnson
Computational Linguistics
PDF
1998
Expect the Unexpected: Event-related Brain Response to Morphosyntactic Violations  
Seana Coulson, Jonathan W King, Marta Kutas
Language and Cognitive Processes
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1998
An Introduction to Latent Semantic Analysis  
Thomas K Landauer, Peter W Foltz, Darrell Laham
Discourse Processes
PDF
1998
The part-time parliament  
L Lamport
ACM Transactions on Computer Systems
PDF URL
1998
Finding boundaries in natural images: A new method using point descriptors and area completion  
Serge Belongie, Jitendra Malik
European Conference on Computer Vision
PDF URL
1998
A fast method for statistical grammar induction  
Wide R Hogenhout, Yuji Matsumoto
Natural Language Engineering
PDF URL
1998
Combining Labeled and Unlabeled Data with Co-Training  
Avrim Blum, Tom Mitchell
Proceedings of the Eleventh Annual Conference on Computational Learning Theory
PDF
1998
Spontaneous sign systems created bydeaf children in two cultures  
Susan Goldin-Meadow, Carolyn Mylander
Nature
PDF
1998
Sequential Minimal Optimization: A Fast Algorithm for Training Support Vector Machines  
John C Platt
Technical Report
PDF URL
1998
Eye Movements in Reading and Information Processing: 20 Years of Research  
Keith Rayner
Psychological Bulletin
PDF
1998
Valence induction with a head-lexicalized PCFG  
Glenn Carroll, M Rooth
Empirical Methods in Natural Language Processing
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1998
Valence Induction with a Head-Lexicalized PCFG  
Glenn Carroll, Mats Rooth
Proceedings of the Third Conference on Empirical Methods for Natural Language Processing
PDF
1998
Recent progress in coded structured light as a technique to solve the correspondence problem: a survey  
J Batlle, E Mouaddib, J Salvi
Pattern recognition
PDF URL
1998
An Introduction to Variational Methods for Graphical Models  
Michael I Jordan, Zoubin Ghahramani, Tommi S Jaakkola, Lawrence K Saul
Technical Report
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1998
The Logic Theory Machine - A complex Information Processing System  
Allen Newell, Herbert A Simon
journal
PDF
1998
Machine Learning, Volume 32, Number 1 - SpringerLink  
Shai Fine, Yoram Singer, Naftali Tishby
Machine learning
PDF
1998
Introductory Techniques for 3-D Computer Vision  
Emanuele Trucco, Alessandro Verri
book
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1998
Discovery of Linguistic Relations Using Lexical Attraction  
Deniz Yuret
MIT
PDF
1999
Loss of Gender Agreement in L1 Attrition: Preliminary Results.  
RT Anderson
Bilingual Research Journal
PDF
1999
Inducing a semantically annotated lexicon via EM-based clustering  
M Rooth, S Riezler, D Prescher, Glenn Carroll, F Beil
Association for Computational Linguistics
PDF
1999
Statistical properties of probabilistic context-free grammars  
Z Chi
Computational Linguistics
PDF
1999
Head-Driven Statistical Models for Natural Language Parsing  
Michael Collins
University of Pennsylvania
PDF
1999
Analysis Of Densities  
George Tomlinson, Michael Escobar
Department of Public Health Sciences, University of Toronto
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1999
Probabilistic latent semantic analysis  
Thomas Hofmann
Uncertainty in Artificial Intelligence
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1999
A Statistical MT Tutorial Workbook  
Kevin Knight
book
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1999
Human simulations of vocabulary learning  
Jane Gillette, Henry Gleitman, Lila Gleitman, Anne Lederer
Cognition
PDF
1999
Practical Byzantine Fault Tolerance  
Miguel Castro, Barbara Liskov
journal
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1999
Dependent Nonparametric Processes  
Steven N MacEachern
Proceedings of the Section on Bayesian Statistical Science
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1999
Thirty Ways to Improve the Performance of Your Java Programs  
Glen McCluskey
ftp
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1999
The dirichlet-tree distribution  
T Minka
This unpublished paper is available online at http://research. microsoft. com/∼minka/papers/dirichlet/minka-dirtree. pdf
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1999
D.O. Hebb: The Organization of Behavior, Wiley: New York; 1949  
R G M Morris
Brain Research Bulletin
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1999
Word ambiguity and the optimal viewing position in reading  
James J. Clark, Kevin O'Regan
Vision Research
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1999
An Efficient Method for Determining Bilingual Word Classes  
Franz Josef Och
European Chapter of the Association for Computational Linguistics
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1999
Inducing a Semantically Annotated Lexicon via EM-Based Clustering.  
Mats Rooth, Stefan Riezler, Detlef Prescher
ACL 1999
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1999
Estimators for Stochastic ``Unification-Based'' Grammars  
Mark Johnson, Stuart Geman, Stephen Canon, Zhiyi Chi, Stefan Riezler
Proc 37th Annual Conference of the Association for Computational Linguistics
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1999
The Impact of Gender on the Review of the Curricula Vitae of Job Applicants and Tenure Candidates: A National Empirical Study  
R Steinpreis, K Anders, D Ritzke
Sex Roles
PDF
1999
Inside-outside estimation of a lexicalized PCFG for German  
F Beil, Glenn Carroll, D Prescher, S Riezler, M Rooth
Association for Computational Linguistics
PDF
1999
Lattice Parsing for Speech Recognition  
J C Chappelier, M Rajman, R Arag{\"u}es, A Rozenknop
TALN
PDF
1999
A Framework for Behavioural Cloning  
Michael Bain, Claude Sammut
Machine Intelligence 15, Intelligent Agents [St. Catherine’s College, Oxford, July 1995]
PDF
1999
An Introduction to Variational Methods for Graphical Models  
Michael I Jordan, Zoubin Ghahramani, Tommi S Jaakkola, Lawrence K Saul
Machine learning
PDF URL
1999
Large Margin Classification Using the Perceptron Algorithm  
Yoav Freund, Robert E Schapire
Machine learning
PDF URL
1999
The topological structure of asynchronous computability  
M Herlihy, N Shavit
Journal of the ACM
PDF
1999
The role of vowel signs in Hebrew: Beyond word recognition  
J Shimron
Reading and Writing
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1999
Structure and Interpretation of Computer Programs  
Harold Abelson, Gerald Jay Sussman, Julie Sussman
book
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1999
Parsing with an Extended Domain of Locality  
John Carroll, Nicolas Nicolov, Olga Shaumyan, Martine Smets, David Weir
European Chapter of the Association for Computational Linguistics
PDF URL
1999
The PageRank Citation Ranking: Bringing Order to the Web  
Lawrence Page, Sergey Brin, Rajeev Motwani, Terry Winograd
Stanford InfoLab

2000
Variational Inference for Bayesian Mixtures of Factor Analysers  
Zoubin Ghahramani, Matthew J Beal
The Generative and Discriminative Workshop at NIPS
PDF URL
2000
Taking Perspective in Conversation: The Role of Mutual Knowledge in Comprehension  
Boaz Keysar, Dale J. Barr, Jennifer A. Balin, Jason S. Brauner
Psychological Science
PDF URL
2000
Bagging and Boosting a Treebank Parser  
James Henderson, Eric Brill
Proceedings of the Human Language Technology Conference of the NAACL, Main Conference
PDF URL
2000
Grammatical Acquisition: Inductive Bias and Coevolution of Language and the Language Acquisition Device  
Ted Briscoe
Language
PDF
2000
A maximum-entropy-inspired parser  
Eugene Charniak
North American chapter of the Association for Computational Linguistics conference
PDF
2000
Empirical estimates of adaptation: the chance of two noriegas is closer to p/2 than p 2  
Kenneth W Church
Proceedings of the 18th International Conference on Computational Linguistics
PDF
2000
Discriminative Reranking for Natural Language Parsing  
Michael Collins
Computational Linguistics
PDF
2000
Tense and Temporality: A Comparison Between Children Learning a Second Language and Children With SLI  
Johanne Paradis, Martha Crago
Journal of Speech, Language and Hearing Research

2000
Building natural language generation systems  
Ehud Reiter, Robert Dale
book
PDF
2000
Graph Theory  
Reinhard Diestel
book
PDF
2000
Retrieval from captioned image databases using natural language processing  
David Elworthy
Proceedings of the ninth international conference on Information and knowledge management
PDF
2000
Stochastic Approximation Type Methods for Constrained Systems: Algorithms and Numerical Results  
Harold J Kushner, Tom Gavin
IEEE Transactions on Automatic Control
PDF URL
2000
The Dependency Locality Theory: A Distance-Based Theory of Linguistic Complexity  
Edward Gibson
In Image, language, brain: Papers from the first mind articulation project symposium
PDF
2000
Cooperative coevolution: An architecture for evolving coadapted subcomponents  
M Potter, K Jong
Evolutionary Computation
PDF
2000
Bayesian parameter estimation via variational methods - Springer  
Tommi S Jaakkola, Michael I Jordan
Statistics and Computing
PDF
2000
PEGASUS: A policy search method for large MDPs and POMDPs  
Andrew Y Ng, Michael I Jordan
Uncertainty in Artificial Intelligence
PDF
2000
Multitiered nonlinear morphology using multitape finite automata: a case study on Syriac {\ldots}  
G Kiraz
Computational Linguistics
PDF URL
2000
The Spatial Semantic Hierarchy  
Benjamin Kuipers
Artificial Intelligence
PDF URL
2000
A Derivation of the Inside-Outside Algorithm from the EM Algorithm  
John D Lafferty
journal
PDF
2000
Lagrangian Relaxation  
Claude Lemarechal
Computational Combinatorial Optimization, Optimal or Provably Near-Optimal Solutions {$[$}based on a Spring School
PDF
2000
Linguistic Gender and Spoken-Word Recognition in French  
Delphine Dahan, Daniel Swingley, Michael K Tanenhaus, James S Magnuson
Journal of Memory and Language
PDF
2000
Computation of the N Best Parse Trees for Weighted and Stochastic Context-Free Grammars  
V{\'\\i}ctor M. Jim{\'e}nez, Andr{\'e}s Marzal
book
PDF URL
2000
A meta-analytic review of sex differences in facial expression processing and their development in {\ldots}  
EB McClure
Psychological Bulletin
PDF URL
2000
Estimating a Dirichlet distribution  
T Minka
Microsoft
PDF
2000
Refining hidden markov models with recurrent neural networks  
T. Wessels, C. W. Omlin
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks
PDF URL
2000
Grounding Criterion: Toward a Formal Theory of Grounding  
Eric Horvitz, Tim Paek
preprint
PDF
2000
Converting dependency structures to phrase structures  
F Xia, Martha Palmer
Proceedings of the first international conference on {\ldots}
PDF URL
2000
Formal grammar and information theory: together again?  
Fernando Pereira
Philosophical Transactions: Mathematical, Physical and Engineering Sciences
PDF
2000
Detection of errors during speech production: a review of speech monitoring models  
Albert Postma
Cognition
PDF URL
2000
The infinite Gaussian mixture model  
Carl Edward Rasmussen
Advances in Neural Information Processing Systems
PDF
2000
Foundations of Statistical Natural Language Processing  
Christopher D Manning, Hinrich Schutze
book
PDF
2000
The Syntactic Process  
Mark Steedman
book
PDF URL
2000
Computer Vision  
Linda G Shapiro, George C Stockman
book
PDF URL
2000
A Simple Method for Generating Gamma Variables  
George Marsaglia, Wai wan Tsang
ACM Transactions on Mathematical Software
PDF URL
2000
Markov chain Monte Carlo in approximate Dirichlet and beta two-parameter process hierarchical models  
Hemant Ishwaran, Mahmoud Zarepour
Biometrika
PDF
2001
Pr{\'e}cis of How Children Learn the Meanings of Words  
Paul Bloom
Behavioral and Brain Sciences
PDF URL
2001
Statistical Modeling: The Two Cultures  
Leo Breiman
Statistical Science
PDF
2001
Speaking in time  
Herbert H Clark
Speech Communication
PDF URL
2001
Unsupervised Language Acquisition: Theory and Practice  
Alexander Clark
University of Sussex
PDF
2001
Children Creating Language: How Nicaraguan Sign Language Acquired a Spatial Grammar  
Ann Senghas, Marie Coppola
Psychological Science
PDF
2001
A fundamental algorithm for dependency parsing  
M Covington
Proceedings of the 39th annual ACM southeast conference
PDF
2001
Automatic Detection of Human Nudes  
David Forsyth, Margaret M Fleck
International Journal of Computer Vision
PDF
2001
Spatial Nonparametric Bayesian Models  
Steven N MacEachern, Athanasios Kottas, Alan E Gelfand
Institute of Statistics and Decision Sciences, Duke University
PDF URL
2001
A Probabilistic Earley Parser as a Psycholinguistic Model  
John Hale
North American chapter of the Association for Computational Linguistics conference
PDF
2001
A Tutorial on Learning With Bayesian Networks  
David Heckerman
book
PDF
2001
Gibbs Sampling Methods for Stick-Breaking Priors  
Hemant Ishwaran, Lancelot James
Journal of the American Statistical Association
PDF URL
2001
Joint and conditional estimation of tagging and parsing models  
Mark Johnson
Association for Computational Linguistics
PDF
2001
Rapid Object Detection using a Boosted Cascade of Simple Features  
Paul Viola, Michael Jones
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2001
Syntactic change  
A Kroch
The handbook of contemporary syntactic theory
PDF
2001
Paxos made simple  
L Lamport
ACM SIGACT News
PDF
2001
Paternal Behavior Is Associated With Central Neurohormone Receptor Binding Patterns in Meadow Voles (Microtus pennsylvanicus)  
Karen J Parker, Lisa F Kinney, Katie M Phillips, Theresa M Lee
Behavioral Neuroscience
PDF URL
2001
A Psychologically Plausible and Computationally Effective Approach to Learning Syntax  
Stephen Watkinson, Suresh Manandhar
Conference on Computational Natural Language Learning
PDF URL
2001
Acquisition of Large Scale Categorial Grammar Lexicons  
Stephen Watkinson, Suresh Manandhar
PACLING
PDF URL
2001
A family of algorithms for approximate Bayesian inference  
T Minka
MIT
PDF
2001
Expectation Propagation for approximate Bayesian inference  
Thomas Minka
Proceedings of the Seventeenth Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-01)
PDF URL
2001
Building a Tree-Bank of Modern Hebrew Text  
Khalil Sima'an, Alon Itai, Yoad Winter, Alon Altman, Noa Nativ
Traitement Automatique des Langues
PDF URL
2001
Grammatical Bigrams  
Mark A Paskin
Advances in Neural Information Processing Systems
PDF
2001
Variational Bayes for d-dimensional Gaussian Mixture Models  
W D Penny
Technical Report
PDF
2001
Conditional random fields: Probabilistic models for segmenting and labeling sequence data  
John D Lafferty, Andrew McCallum, Fernando Pereira
International conference on Machine learning
PDF
2001
Learning Prosodic Features using a Tree Representation  
Julia Hirschberg, Owen Rambow
Eurospeech
PDF
2001
Testing the Distributional Hypothesis: The Influence of Context on Judgements of Semantic Similarity  
Scott McDonald, Michael Ramscar
In Proceedings of the 31st AAAI Conference on Artificial Intelligence
PDF URL
2001
Variational MCMC  
Nando de Freitas, Pedro Hojen-Sorensen, Michael I Jordan, Stuart J Russell
Proceedings of the Seventeenth Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-01)
PDF URL
2001
A Lexicalized Tree Adjoining Grammar for English  
Tonia Bleam, Chung-hye Han, Rashmi Prasad, Carlos Prolo, Anoop Sarkar
preprint
PDF
2001
Online model selection based on the variational Bayes  
MA Sato
Neural computation
PDF
2001
Gradient flow in recurrent nets: the difficulty of learning long-term dependencies  
S. Hochreiter, Y. Bengio, P. Frasconi, J. Schmidhuber
A Field Guide to Dynamical Recurrent Neural Networks
PDF
2001
How Psychological Science Informs The Teahing of Reading  
Keith Rayner, Barbara R Foorman, Charles A Perfetti, David Pesetsky, Mark S Seidenberg
Psychological Science in the Public Interest
PDF
2001
On the Algorithmic Implementation of Multiclass Kernel-based Vector Machines  
Koby Crammer, Yoram Singer
The Journal of Machine Learning Research
PDF
2001
Modeling the Shape of the Scene: a Holistic Representation of the Spatial Envelope  
Aude Oliva, Antonio Torralba
International Journal of Computer Vision
PDF
2001
Introduction to Automata Theory Languages and Computation  
John E Hopcroft, Rajeev Motwani, Jeffrey D Ullman
book
PDF
2001
On spectral clustering: Analysis and an algorithm  
Andrew Y Ng, Michael I Jordan, Y Weiss
Advances in Neural Information Processing Systems
PDF URL
2002
The Combinatory Morphemic Lexicon  
Cem Bozsahin
Computational Linguistics
PDF URL
2002
Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms  
Michael Collins
Empirical Methods in Natural Language Processing
PDF URL
2002
Reinforcement learning and shaping: Encouraging intended behaviors  
Adam Laud, Gerald Dejong
International conference on Machine learning
PDF
2002
Language, gesture, and the developing brain  
Elizabeth Bates, Frederic Dick
Developmental Psychobiology
PDF URL
2002
Convolution Kernels for Natural Language  
Michael Collins, Nigel Duffy
Advances in Neural Information Processing Systems
PDF URL
2002
Hearing sounds, understanding actions: action representation in mirror neurons  
E Kohler, C Keysers, M Umilta, L Fogassi
Science
PDF URL
2002
Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary  
Pinar Duygulu, Kobus Barnard, J de Freitas, David Forsyth
European Conference on Computer Vision
PDF
2002
Efficient Parsing of DOP with PCFG-reductions  
Joshua Goodman
Data Oriented Parsing
PDF URL
2002
Java Message Service API Tutorial  
Kim Haase
preprint
PDF URL
2002
Evaluating a Wide-Coverage CCG Parser  
Stephen Clark, Julia Hockenmaier
conference
PDF URL
2002
Dynamic programming for parsing and estimation of stochastic unification-based grammars  
Stuart Geman, Mark Johnson
Association for Computational Linguistics
PDF URL
2002
A simple pattern-matching algorithm for recovering empty nodes and their antecedents  
Mark Johnson
Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics
PDF
2002
A survey of rollback-recovery protocols in message-passing systems  
E Elnozahy, Lorenzo Alvisi, Y Wang, D Johnson
ACM Computing Surveys (CSUR)
PDF
2002
Grounding language in action  
Arthur M Glenberg, Michael P Kaschak
Psychonomic Bulletin \\& Review
PDF
2002
Fast context-free grammar parsing requires fast boolean matrix multiplication  
L Lee
Journal of the ACM
PDF
2002
Normalized cuts and image segmentation  
J Shi, Jitendra Malik
IEEE Transactions on Pattern Analysis and Machine Intelligence
PDF
2002
A comparison of algorithms for maximum entropy parameter estimation  
R Malouf
International Conference On Computational Linguistics
PDF
2002
Unsupervised Lexical Learning with Categorial Grammars Using the LLL Corpus  
Stephen Watkinson, Suresh Manandhar
book
PDF
2002
A generative constituent-context model for improved grammar induction  
Dan Klein, Christopher D Manning
Association for Computational Linguistics
PDF
2002
Evolving neural networks through augmenting topologies  
Kenneth Stanley, Risto Miikkulainen
Evolutionary Computation
PDF URL
2002
Beyond Newton's Method  
T Minka
Microsoft
PDF
2002
Machine Learning  
Tom M Mitchell
book
PDF URL
2002
Combining Competitive And Cooperative Coevolution For Training Cascade Neural Networks  
A Tulai, F Oppacher
Genetic and Evolutionary Computation Conference
PDF URL
2002
Combinatorial Stochastic Processes  
Jim Pitman
University of California Berkeley
PDF URL
2002
Poisson--Dirichlet and GEM Invariant Distributions for Split-and-Merge Transformations of an Interval Partition  
Jim Pitman
Combinatorics, Probability \\& Computing
PDF URL
2002
The Infinite Hidden Markov Model  
Matthew J Beal, Zoubin Ghahramani, Carl Edward Rasmussen
Advances in Neural Information Processing Systems
PDF
2002
A Maximum Entropy Model for Prepositional Phrase Attachment  
Adwait Ratnaparkhi, Jeff Reynar, Salim Roukos
In Proceedings of the ARPA Workshop on Human Language Technology
PDF URL
2002
Learning visually grounded words and syntax for a scene description task  
Deb K Roy
Computer speech \\& language
PDF
2002
Object name learning provides on-the-job training for attention  
Linda B Smith, Susan S Jones, Barbara Landau, Lisa Gershkoff-Stowe, Larissa Samuelson
Psychological Science
PDF
2002
Near-optimal reinforcement learning in polynomial time  
Michael Kearns, S Singh
Machine learning
PDF
2002
Generative Models for Statistical Parsing with Combinatory Categorial Grammar  
Julia Hockenmaier, Mark Steedman
Proceedings of 40th Annual Meeting of the Association for Computational Linguistics
PDF URL
2002
Building Deep Dependency Structures using a Wide-Coverage CCG Parser  
Stephen Clark, Julia Hockenmaier, Mark Steedman
Proceedings of 40th Annual Meeting of the Association for Computational Linguistics
PDF
2002
R-Max -- A General Polynomial Time Algorithm for Near-Optimal Reinforcement Learning  
Ronen I. Brafman, Moshe Tennenholtz
Journal of Machine Learning Research
PDF URL
2002
The acquisition of a unification-based generalised categorial grammar  
Aline Villavicencio
Univeristy of Cambridge
PDF URL
2002
Exact and Approximate Sum Representations for the Dirichlet Process  
Hemant Ishwaran, Mahmoud Zarepour
The Canadian Journal of Statistics
PDF URL
2002
{B}leu: a Method for Automatic Evaluation of Machine Translation  
Kishore Papineni, Salim Roukos, Todd Ward, Wei-Jing Zhu
Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics
PDF URL
2002
Classifying images of materials: Achieving viewpoint and illumination independence  
Manik Varma, Andrew Zisserman
Lecture Notes in Computer Science
PDF
2003
Working memory and language: an overview  
A Baddeley
Journal of Communication Disorders
PDF
2003
Variational algorithms for approximate Bayesian inference  
Matthew J Beal
phdthesis
PDF URL
2003
Stochastic learning  
L{\'e}on Bottou
Advanced lectures on machine learning
PDF
2003
Navigating joint projects with dialogue  
Adrian Bangerter, Herbert H Clark
Cognitive Science: A Multidisciplinary Journal
PDF
2003
Adult reformulations of child errors as negative evidence  
Michelle M. Chouinard, Eve V. Clark
Journal of Child Language
PDF
2003
Combining Distributional and Morphological Information for Part of Speech Induction  
Alexander Clark
European Chapter of the Association for Computational Linguistics
PDF
2003
Head-Driven Statistical Models for Natural Language Parsing  
Michael Collins
Computational Linguistics
PDF URL
2003
Log-Linear Models for Wide-Coverage {CCG} Parsing  
Stephen Clark, James Curran
Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing
PDF URL
2003
From Distributional to Semantic Similarity  
James Curran
University of Edinburgh
PDF URL
2003
The Problem of Thinking Too Much  
Persi Diaconis
journal
PDF
2003
Learning grammatical constructions in a miniature language from narrated video events  
Peter Ford Dominey
Proceedings of the 25th Annual Meeting of the Cognitive Science Society, Boston
PDF URL
2003
The Variational Bayesian EM Algorithm for Incomplete Data: with Application to Scoring Graphical Model Structures  
Matthew J Beal, Zoubin Ghahramani
Bayesian Statistics
PDF
2003
Optimization with EM and expectation-conjugate-gradient  
Ruslan Salakhutdinov, S Roweis, Zoubin Ghahramani
International conference on Machine learning
PDF
2003
Puzzle-solving science: the quixotic quest for units in speech perception  
S Goldinger
Journal of Phonetics
PDF
2003
Hidden Tree Markov Models for Document Image Classification  
Michelangelo Diligenti, Paolo Frasconi, Marco Gori
IEEE Transactions on Pattern Analysis and Machine Intelligence
PDF
2003
Topological parsing  
G Penn, Mohammad Haji-Abdolhosseini
European Chapter of the Association for Computational Linguistics
PDF
2003
Tense Over Time: The Longitudinal Course of Tense Acquisition in Children With Specific Language Impairment  
Mabel L Rice, Kenneth Wexler, Scott Hershberger
Journal of Speech, Language and Hearing Research
PDF
2003
Data and models for statistical parsing with Combinatory Categorial Grammar  
Julia Hockenmaier
School of Informatics. Edinburgh
PDF URL
2003
Parsing with generative models of predicate-argument structure  
Julia Hockenmaier
Association for Computational Linguistics
PDF URL
2003
Electrophysiological distinctions in processing conceptual relationships within simple sentences  
Gina R Kuperberg, Tatiana Sitnikova, David Caplan, Phillip J Holcomb
Cognitive Brain Research
PDF
2003
Language Beyond Our Grasp: What Mirror Neurons Can, And Cannot, Do For Language Evolution  
James R Hurford
The Evolution of Communication Systems: A Comparative Approach
PDF
2003
Sample Selection for Statistical Parsing  
Rebecca Hwa
Computational Linguistics
PDF URL
2003
Degeneracies, dependencies and their implications in multi-body and multi-sequence factorizations  
Lihi Zelnik-Manor, Michal Irani
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2003
A Neural Probabilistic Language Model  
Yoshua Bengio, R{\'e}jean Ducharme, Pascal Vincent, Christian Jauvin
The Journal of Machine Learning Research
PDF URL
2003
An introduction to MCMC for machine learning  
Christophe Andrieu, Nando de Freitas, Arnaud Doucet, Michael I Jordan
Machine learning

2003
Matching words and pictures  
Kobus Barnard, Pinar Duygulu, David Forsyth, Nando de Freitas, David M Blei, Michael I Jordan
The Journal of Machine Learning Research
PDF
2003
Latent Dirichlet Allocation  
David M Blei, Andrew Y Ng, Michael I Jordan
The Journal of Machine Learning Research
PDF URL
2003
Graphical models, exponential families, and variational inference  
Martin J Wainwright, Michael I Jordan
book
PDF
2003
Starting with Complex Primitives Pays Off  
Aravind K Joshi
Computational Linguistics and Intelligent Text Processing
PDF URL
2003
Generalizations of Polya's Urn Problem  
Fan Chung, Shirin Handjani, Doug Jungreis
Annals of Combinatorics
PDF URL
2003
On an Equivalence between PLSI and LDA  
Mark Girolami, Ata Kaban
SIGIR
PDF URL
2003
Probabilistic Parsing for German using Sister-Head Dependencies  
Amit Dubey, Frank Keller
Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics
PDF
2003
Speech  
Keith R Kleunder
Encyclopedia of the Human Brain
PDF URL
2003
Information Theory, Inference, and Learning Algorithms  
David JC MacKay
book
PDF
2003
Universality and language specificity in object naming  
B Malt
Journal of Memory and Language
PDF URL
2003
A* Parsing: Fast Exact Viterbi Parse Selection  
Dan Klein, Christopher D Manning
Proceedings of the 1993 Workshop on Human Language Technology
PDF URL
2003
Accurate Unlexicalized Parsing  
Dan Klein, Christopher D Manning
Association for Computational Linguistics
PDF URL
2003
Is it harder to parse Chinese, or the Chinese Treebank?  
Roger Levy, Christopher D Manning
Proceedings of the 41st Annual Meeting on Association for Computational Linguistics
PDF URL
2003
Fast Exact Inference with a Factored Model for Natural Language Parsing  
Dan Klein, Christopher D Manning
In Advances in Neural Information Processing Systems NIPS
PDF
2003
Statistical Dependency Analysis with Support Vector Machines  
Hiroyasu Yamada, Yuji Matsumoto
International Workshop on Parsing Technologies
PDF URL
2003
Statistical Dependency Analysis With Support Vector Machines  
Hiroyasu Yamada, Yuji Matsumoto
In proceedings of 8th International Workshop on Parsing Technologies
PDF URL
2003
Frequent frames as a cue for grammatical categories in child directed speech  
Toben H Mintz
Cognition
PDF
2003
Slice sampling  
Radford M Neal
The Annals of Statistics
PDF
2003
A systematic comparison of various statistical alignment models  
Franz Josef Och, Hermann Ney
Computational Linguistics
PDF
2003
An efficient algorithm for projective dependency parsing  
Joakim Nivre
International Workshop on Parsing Technologies
PDF
2003
Shallow parsing with conditional random fields  
Fei Sha, Fernando Pereira
North American chapter of the Association for Computational Linguistics conference
PDF
2003
Automatic evaluation of students' answers using syntactically enhanced LSA  
D Kanejiya, A Kumar, S Prasad
North American chapter of the Association for Computational Linguistics conference
PDF
2003
The parallel distributed processing approach to semantic cognition  
James L Mcclelland, Timothy T Rogers
Nature Reviews Neuroscience
PDF
2003
An Introduction To Probability  
Kenneth Baclawski, Gian-Carlo Rota
book
PDF
2003
A Generalized Mean Field Algorithm for Variational Inference in Exponential Families  
Eric P Xing, Michael I Jordan, Stuart J Russell
Uncertainty in Artificial Intelligence
PDF URL
2003
When cues collide: Use of stress and statistical cues to word boundaries by 7- to 9-month-old infants.  
Erik D. Thiessen, Jenny R Saffran
Developmental Psychology
PDF URL
2003
Autonomous helicopter flight via reinforcement learning  
Andrew Y Ng, H Jin Kim, Michael I Jordan, Shankar Sastry
Advances in Neural Information Processing Systems
PDF URL
2003
Identifying Semantic Roles Using Combinatory Categorial Grammar  
Daniel Gildea, Julia Hockenmaier, Michael Collins, Mark Steedman
Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing
PDF
2003
R-max-a general polynomial time algorithm for near-optimal reinforcement learning  
RI Brafman, M Tennenholtz
journal
PDF
2003
Contextual Priming for Object Detection  
Antonio Torralba
International Journal of Computer Vision
PDF
2003
On-line variational Bayesian learning  
A Honkela, H Valpola
journal
PDF URL
2003
Fast multi-view face detection  
Michael Jones, Paul Viola
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2003
An industrial strength audio search algorithm  
A Wang
International Conference on Music Information Retrieval (ISMIR)
PDF
2003
Hidden Markov Models and the Baum-Welch Algorithm  
Lloyd R Welch
IEEE Information Theory Society Newsletter
PDF
2003
Toward Tense as a Clinical Marker of Specific Language Impairment in EnglishSpeaking Children  
Mabel L Rice, Kenneth Wexler
Journal of Speech and Hearing Research
PDF URL
2003
Tree-reweighted belief propagation algorithms and approximate ML estimation by pseudo-moment matching  
Martin J Wainwright, Tommi S Jaakkola, Alan S Willsky
AIStats
PDF
2003
Stochastic approximation and recursive algorithms and applications  
Harold J Kushner, G Yin
book
PDF URL
2003
A framework for syntactic translation  
V Yngve
Readings in machine translation
PDF
2003
Object Class Recognition by Unsupervised Scale-Invariant Learning  
Rob Fergus, Pietro Perona, Andrew Zisserman
journal
PDF
2003
Video Google: A Text Retrieval Approach to Object Matching in Videos  
Josef Sivic, Andrew Zisserman
journal
PDF URL
2003
Multiple View Geometry in Computer Vision  
Richard Hartley, Andrew Zisserman
book
PDF URL
2004
Matching shapes with self-intersections: Application to leaf classification  
F Mokhtarian, S Abbasi
IEEE Transactions on Image Processing
PDF
2004
The Holy Quran  
Abdullah Yusuf Ali
book
PDF
2004
Introduction to machine learning  
Ethem Alpaydin
book
PDF
2004
Support vector machine learning for interdependent and structured output spaces  
Ioannis Tsochantaridis, Thomas Hofmann, Thorsten Joachims, Yasemin Altun
International conference on Machine learning
PDF URL
2004
Predicting the Dative Alternation  
Joan Bresnan, Anna Cueni, Tatiana Nikitina, R Harald Baayen
KNAW Academy Colloquium: Cognitive Foundations of Interpretation
PDF
2004
Pattern codification strategies in structured light systems  
J Salvi, J Pages, J Batlle
Pattern recognition
PDF URL
2004
Intricacies of Collins'Parsing Model  
Daniel M Bikel
Computational Linguistics
PDF
2004
GrabCut -Interactive Foreground Extraction using Iterated Graph Cuts  
Carsten Rother, Vladimir Kolmogorov, Andrew Blake
Association for Computing Machinery's Special Interest Group on Graphics and Interactive Techniques
PDF
2004
Probabilistic models of text and images  
David M Blei
University of California, Berkeley
PDF
2004
Psycholinguistically speaking: Some matters of meaning, marking, and morphing  
Kathryn Bock
The Psychology of Learning and Motivation: Advances in Research and Theory
PDF URL
2004
Annotating CBC4Kids: A Corpus for Reading Comprehension and Question Answering Evaluation  
Tiphaine Dalmas, Jochen Leidner, Bonnie Webber, Claire Grover, Johan Bos
preprint
PDF
2004
Intelligence without representation  
R Brooks
journal
PDF
2004
The grounding and sharing of symbols  
Angelo Cangelosi
journal
PDF URL
2004
On software, or the persistence of visual knowledge  
WHK Chun
Grey Room
PDF URL
2004
Layered motion segmentation and depth ordering by tracking edges  
P Smith, T Drummond, Roberto Cipolla
IEEE Transactions on Pattern Analysis and Machine Intelligence
PDF
2004
Pointing and Placing  
Herbert H Clark
journal
PDF URL
2004
Parsing the WSJ Using CCG and Log-Linear Models  
Stephen Clark, James Curran
Proceedings of the 42nd Meeting of the Association for Computational Linguistics (ACL'04), Main Volume
PDF
2004
Putting First Things First  
Kathryn Bock, David E Irwin, Douglas J Davidson
journal
PDF
2004
MapReduce: Simplified Data Processing on Large Clusters  
S Ghemawat, Jeff Dean
journal
PDF
2004
MUSCLE: multiple sequence alignment with high accuracy and high throughput  
R C Edgar
Nucleic Acids Research
PDF
2004
Infant Vocal-Motor Coordination: Precursor to the Gesture-Speech System?  
Jana M Iverson, Mary K Fagan
Child Development
PDF
2004
Who's in the Picture  
Tamara L. Berg, Alexander C. Berg, Jaety Edwards, David A. Forsyth
NIPS
PDF URL
2004
Sharing features: efficient boosting procedures for multiclass object detection  
Antonio Torralba, Kevin P Murphy, William T Freeman
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2004
Why is conversation so easy?  
S Garrod
Cell
PDF
2004
Symbol grounding transfer with hybrid self-organizing/supervised neural networks  
T Riga, Angelo Cangelosi, Alberto Greco
IJCNN04 International Joint Conference on Neural Networks
PDF
2004
A reversed word length effect in coordinating the preparation and articulation of words in speaking  
Zenzi M Griffin
Psychonomic Bulletin \\& Review
PDF URL
2004
Efficient near-duplicate detection and sub-image retrieval  
Y Ke, R Sukthankar, L Huston
ACM Multimedia
PDF
2004
Applying discrete PCA in data analysis  
W Buntine, A Jakulin
Uncertainty in Artificial Intelligence
PDF URL
2004
Variational Methods for the Dirichlet Process  
David M Blei, Michael I Jordan
Proceedings of the Twenty-First International Conference on Machine Learning (ICML 2004)
PDF URL
2004
Variational inference for Dirichlet process mixtures  
David M Blei, Michael I Jordan
Technical Report
PDF URL
2004
Domains of locality  
Aravind K Joshi
Data \\& Knowledge Engineering
PDF
2004
Automatic tagging of Arabic text: From raw text to base phrase chunks  
M Diab, K Hacioglu, Daniel Jurafsky
North American chapter of the Association for Computational Linguistics conference
PDF
2004
Challenges for relational reinforcement learning  
M Otterlo, K Kersting
journal
PDF URL
2004
Max-margin parsing  
Ben Taskar, Dan Klein, Michael Collins, Daphne Koller
Empirical Methods in Natural Language Processing
PDF
2004
Learning associative Markov networks  
Ben Taskar, V Chatalbashev, Daphne Koller
International conference on Machine learning
PDF
2004
Early language acquisition: cracking the speech code  
Patricia K Kuhl
Nature Reviews Neuroscience
PDF
2004
Large scale online learning  
L{\'e}on Bottou, Yann LeCun
Advances in Neural Information Processing Systems
PDF URL
2004
``I'm sorry Dave, I'm afraid I can't do that'': Linguistics, Statistics, and Natural Language Processing circa 2001  
Lillian Lee
Computer Science: Reflections on the Field, Reflections from the Field
PDF
2004
Formal Grammar: Theory and Implementation (VANCOUVER STUDIES IN COGNITIVE SCIENCE, Vol. II)  
Robert Levine
book
PDF URL
2004
Distinctive image features from scale-invariant keypoints  
D Lowe
International Journal of Computer Vision
PDF URL
2004
Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency  
Dan Klein, Christopher D Manning
Proceedings of the 42nd Meeting of the Association for Computational Linguistics (ACL'04), Main Volume
PDF URL
2004
Applying conditional random fields to Japanese morphological analysis  
T Kudo, K Yamamoto, Yuji Matsumoto
Empirical Methods in Natural Language Processing
PDF
2004
Incremental Nonmonotonic Parsing through Semantic Self-Organization  
Marshall Mayberry
AI-TR-04-310
PDF
2004
An introduction to Variational calculus in Machine Learning  
Anders Meng
journal
PDF URL
2004
The importance of vowel diacritics for reading in Hebrew: What can be learned from readers with prelingual deafness?  
P Miller
Reading and Writing
PDF URL
2004
Memory-based dependency parsing  
Joakim Nivre, Johan Hall, Jens Nilsson
Conference on Computational Natural Language Learning
PDF
2004
The OPUS corpus-parallel and free http://logos. uio. no/opus  
J Tiedemann, L Nygaard
The International Conference on Language Resources and Evaluation
PDF URL
2004
Case-Factor Diagrams for Structured Probabilistic Modeling  
David McAllester, Michael Collins, Fernando Pereira
Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (UAI2004)
PDF
2004
A New Biologically Motivated Framework for Robust Object Recognition  
Thomas Serre, Lior Wolf, Tomaso Poggio
Storming Media
PDF
2004
Bayesian Modelling and Inference on Mixtures of Distributions  
Jean-Michel Marin, Kerrie Mengersen, Christian P Robert
journal
PDF
2004
An Application of the Variational Bayesian Approach to Probabilistic Context-Free Grammars  
Kenichi Kurihara, Taisuke Sato
International Joint Conference on Natural Language Processing Workshop Beyond Shallow Analyses
PDF
2004
Combined Object Categorization and Segmentation with an Implicit Shape Model  
Bastian Leibe, Ales Leonardis, Bernt Schiele
European Conference on Computer Vision
PDF
2004
Minimization Methods for Non-Differenliable Functions  
N Z Shor
book
PDF
2004
Computer Science as Empirical Inquiry: Symbols and Search  
Allen Newell, Herbert A Simon
Communications of the ACM
PDF URL
2004
From "Thought and Language" to "Thinking for Speaking"  
Dan Slobin
journal
PDF
2004
Language and Thought Online: Cognitive Consequences of Linguistic Relativity  
Dan Slobin
Language in mind: Advances in the study of language and thought
PDF
2004
Conceptual precursors to language  
Susan J. Hespos, Elizabeth S. Spelke
Nature
PDF
2004
Memory systems of the brain: A brief history and current perspective  
L Squire
Neurobiology of Learning and Memory
PDF URL
2004
Finding scientific topics  
Thomas L Griffiths, M Steyvers
Proceedings of the National Academy of Sciences
PDF
2004
Linear Algebra and Its Applications 3e  
Gilbert Strang
book
PDF
2004
Relational reinforcement learning: An overview  
Prasad Tadepalli
IN PROCEEDINGS OF THE ICML'04 WORKSHOP ON RELATIONAL REINFORCEMENT LEARNING
PDF
2004
Learning structured prediction models: A large margin approach  
Ben Taskar
journal
PDF URL
2004
The developing constraints on parsing decisions: The role of lexical-biases and referential scenes in child and adult sentence processing  
Jesse Snedeker, John C Trueswell
Cognitive Psychology
PDF URL
2004
Convex Optimization  
Stephen Boyd, Lieven Vandenberghe
book
PDF
2004
NLP for Indexing and Retrieval of Captioned Photographs  
Katerina Pastra, Horacio Saggion, Yorick Wilks
European Conference on Computational Linguistics
PDF
2004
Classification of user image descriptions  
ATh Schreiber, L Hollink, BJ Wielinga, M Worring
International Journal of Human-Computer Studies
PDF URL
2004
A Distributional Analysis of a Lexicalized Statistical Parsing Model  
Daniel M Bikel, Dekang Lin, Dekai Wu
Empirical Methods in Natural Language Processing
PDF URL
2004
Universal Grammar, statistics or both?  
C Yang
Cell
PDF
2004
Mining pinyin-to-character conversion rules from large-scale corpus: a rough set approach  
W Xiaolong, C Qingcai, DS Yeung
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
PDF
2004
Children Creating Core Properties of Language: Evidence from an Emerging Sign Language in Nicaragua  
Ann Senghas, Sotaro Kita, Asli {\"O}zy{\"u}rek
Science
PDF
2005
The Role of Embodied Intention in Early Lexical Acquisition  
Chen Yu, Dana H Ballard, Richard N Aslin
Cognitive Science Society
PDF
2005
Linear Algebra Done Right  
Sheldon Axler
book
PDF
2005
A Portuguese Spoken and Multi-Modal Dialog Corpora  
Gl{\'o}ria Branco, Lu{\'\\i}s Almeida, Rui Gomes, Nuno Beires
Interspeech
PDF URL
2005
Variational Message Passing  
John Winn, Christopher Bishop
The Journal of Machine Learning Research
PDF URL
2005
An All-Subtrees Approach to Unsupervised Parsing  
Rens Bod
Association for Computational Linguistics
PDF
2005
Approaches to Grounding Symbols in Perceptual and Sensorimotor Categories  
Angelo Cangelosi
Handbook of Categorization in Cognitive Science
PDF
2005
Predictive Kohonen Map for Speech Features Extraction  
Bruno Gas, Mohamed Chetouani, Jean-Luc Zarader, Christophe Charbuillet
International Conference on Artificial Neural Networks
PDF
2005
Better k-best parsing  
L Huang, David Chiang
International Workshop on Parsing Technology
PDF
2005
A Modified Genetic Algorithm for Fast Training Neural Networks  
Dongsun Kim, Hyunsik Kim, Duckjin Chung
Internaional Symposium on Neural Networks
PDF URL
2005
Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars  
Luke S Zettlemoyer, Michael Collins
Uncertainty in Artificial Intelligence
PDF
2005
Grammatical Subjects in home sign: Abstract linguistic structure in adult primary gesture systems without linguistic input  
Marie Coppola
Proceedings of the National Academy of Sciences
PDF URL
2005
The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features  
Kristen Grauman, Trevor Darrell
International Conference on Computer Vision
PDF
2005
Support Vector Neural Training  
Wlodzislaw Duch
journal
PDF
2005
Contrastive Estimation: Training Log-Linear Models on Unlabeled Data  
Noah A Smith, Jason Eisner
Association for Computational Linguistics
PDF URL
2005
Reconstruct: a free editor for serial section microscopy  
J C Fiala
Journal of microscopy
PDF
2005
Inducing a multilingual dictionary from a parallel multitext in related languages  
Dmitriy Genzel
Proceedings of the conference on Human Language {\ldots}
PDF
2005
Conversational Common Ground and Memory Processes in Language Production  
William S Horton, Richard J Gerrig
Discourse Processes
PDF
2005
On the resolution of ambiguities in the extraction of syntactic categories through chunking  
Daniel Freudenthal, Julian Pine, Fernand Gobet
Cognitive Systems Research
PDF
2005
Modern Multidimensional Scaling: Theory and Applications  
Ingwer Borg, Patrick J F Groenen
book
PDF
2005
Storage formats for sparse matrices in Java  
M Lujan, A Usman, P Hardie, TL Freeman, J Gurd
Computational Science--ICCS 2005
PDF
2005
Probability: A Graduate Course  
Allan Gut
book
PDF URL
2005
Non-Projective Dependency Parsing using Spanning Tree Algorithms  
Ryan McDonald, Fernando Pereira, Kiril Ribarov, Jan Hajic
Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing
PDF URL
2005
MaltParser: A Language-Independent System for Data-Driven Dependency Parsing  
Joakim Nivre, Johan Hall
Proceedings of the Fourth Workshop on Treebanks and Linguistic Theories
PDF
2005
Geometric Context from a Single Image  
Derek Hoiem, Alexei A Efros, Martial Hebert
International Conference on Computer Vision
PDF
2005
Parameter estimation for text analysis  
G Heinrich
Web: http://www. arbylon. net/publications/text-est. pdf
PDF
2005
Maximum Likelihood Estimation of Dirichlet Distribution Parameters  
Jonathan Huang
CMU Technical Report
PDF URL
2005
Conceptual Information Permeates Word Learning in Infancy.  
Amy E Booth, Sandra R Waxman, Yi Ting Huang
Developmental Psychology
PDF
2005
Detecting Irregularities in Images and in Video  
Oren Boiman, Michal Irani
International Conference on Computer Vision
PDF URL
2005
Using the inner-distance for classification of articulated shapes  
H Ling, D Jacobs
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2005
Some of my best friends are linguists  
F Jelinek
Language Resources and Evaluation
PDF
2005
Coarse-to-fine n-best parsing and MaxEnt discriminative reranking  
Eugene Charniak, Mark Johnson
Association for Computational Linguistics
PDF URL
2005
Word sense disambiguation with pictures  
Kobus Barnard, Matthew Johnson
Artificial Intelligence
PDF URL
2005
Features of Statistical Parsers  
Mark Johnson
Conference on Computational Natural Language Learning
PDF URL
2005
Dirichlet Processes, Chinese Restaurant Processes and All That  
Michael I Jordan
International conference on Machine learning
PDF URL
2005
Incorporating advice into evolution of neural networks  
CH Yong, Kenneth Stanley, Risto Miikkulainen, I Karpov
Genetic and Evolutionary Computation Conference
PDF
2005
Natural Language from Artificial Life  
Simon Kirby
Artificial Life 8
PDF URL
2005
The Unsupervised Learning of Natural Language Structure  
Dan Klein
Stanford University
PDF
2005
Europarl: A parallel corpus for statistical machine translation  
P Koehn
MT summit
PDF
2005
A Way to Aggregate Multilayer Neural Networks  
Maciej Krawczak
International Conference on Artificial Neural Networks
PDF URL
2005
Infants can use distributional cues to form syntactic categories  
Louann Gerken, Rachel Wilson, William Lewis
Journal of Child Language
PDF URL
2005
Tri-Training: Exploiting Unlabeled Data Using Three Classifiers  
Zhi-Hua Zhou, Ming Li
IEEE Transactions on Knowledge and Data Engineering
PDF
2005
Matrix Computations (3rd Ed.)  
Gene Golub, Charles F Van Loan
book
PDF URL
2005
Natural language grammar induction with a generative constituent-context model  
Dan Klein, Christopher D Manning
Pattern recognition
PDF URL
2005
The Absence of a Shape Bias in Children's Word Learning.  
Andrei Cimpian, Ellen M Markman
Developmental Psychology
PDF
2005
The Developmental Trajectory of Nonadjacent Dependency Learning  
Rebecca G{\'o}mez, Jessica Maye
Infancy
PDF
2005
The syntax-semantic interface: On-line composition of sentence meaning  
Liina Pylkk{\"a}nen, Brian McElree
Handbook of Psycholinguistics
PDF URL
2005
Semantic feature production norms for a large set of living and nonliving things  
Ken McRae, George S. Cree, Mark S. Seidenberg, Chris Mcnorgan
Behavior Research Methods
PDF URL
2005
Divergence measures and message passing  
T Minka
Microsoft
PDF
2005
Maltparser: A language-independent system for data-driven dependency parsing  
Joakim Nivre
Natural Language Engineering
PDF URL
2005
Online Large-Margin Training of Dependency Parsers  
Ryan McDonald, Koby Crammer, Fernando Pereira
Association for Computational Linguistics
PDF
2005
A Bayesian Hierarchical Model for Learning Natural Scene Categories  
Li Fei-Fei, Pietro Perona
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2005
Head-driven PCFGs with latent-head statistics  
D Prescher
International Workshop on Parsing Technology
PDF
2005
Connecting language to the world  
Deb Roy, E Reiter
journal
PDF
2005
How do speakers avoid ambiguous linguistic expressions?  
Victor S Ferreira, L Slevc, E Rogers
Cognition
PDF
2005
Goal-directed Search with a Top-down Modulated Computational Attention System  
Simone Frintrop, Gerriet Backer, Erich Rome
Proceedings of the 27th DAGM Conference on Pattern Recognition
PDF URL
2005
Semiotic schemas: A framework for grounding language in action and perception  
Deb Roy
Artificial Intelligence
PDF
2005
Speaking with your Sidekick: Understanding Situated Speech in Computer Role Playing Games  
Peter Gorniak, Deb Roy
Artificial Intelligence and Interactive Digital Entertainment
PDF
2005
Unsupervised learning of natural languages  
Z Solan, D Horn, E Ruppin
Proceedings of the National Academy of Sciences
PDF
2005
We Are Sorry to Inform You ...  
Simone Santini
journal
PDF
2005
Arabic diacritization using weighted finite-state transducers  
R Nelken, SM Shieber
Proceedings of the ACL Workshop on Computational Approaches to Semitic Languages
PDF
2005
How bilinguals solve the naming problem  
E Ameel, G Storms, B Malt, S Sloman
Journal of Memory and Language
PDF
2005
Observing the what and when of language production for different age groups by monitoring speakers'eye movements  
Zenzi M Griffin, D Spieler
Brain and Language
PDF URL
2005
CCGbank: User's Manual  
Julia Hockenmaier, Mark Steedman
preprint
PDF URL
2005
Integrating Topics and Syntax  
Thomas L Griffiths, Mark Steyvers, David M Blei, Joshua B Tenenbaum
Advances in Neural Information Processing Systems
PDF
2005
Histograms of Oriented Gradients for Human Detection  
Navneet Dalal, Bill Triggs
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2005
Hard Words  
Lila Gleitman, Kimberly Cassidy, Rebecca Nappa, Anna Papafragou, John C Trueswell
Language Learning and Development
PDF
2005
Probabilistic CFG with latent annotations  
Takuya Matsuzaki, Yusuke Miyao, Jun'ichi Tsujii
Association for Computational Linguistics
PDF URL
2005
MCMC tutorial  
Song-Chun Zhu, Frank Dellaert, Zhuowen Tu
misc
PDF
2005
An Iterative Artificial Neural Network for High Dimensional Data Analysis  
Armando Vieira
International Conference on Artificial Neural Networks
PDF
2005
The emergence of compositional structures in perceptually grounded language games  
Paul Vogt
journal
PDF
2005
Hebrew Vowel Restoration With Neural Networks  
Michael Speigel, Jonah Volk
Class of 2003 Senior Conference on Natural Language Processing
PDF
2005
Map estimation via agreement on trees: message-passing and linear programming  
Martin J Wainwright, Tommi S Jaakkola, Alan S Willsky
IEEE Trans. on Information Theory
PDF URL
2005
Describing Visual Scenes using Transformed Dirichlet Process  
Erik B Sudderth, Antonio Torralba, William T Freeman, Alan S Willsky
Advances in Neural Information Processing Systems
PDF
2005
Dirichlet enhanced latent semantic analysis  
Kai Yu
AIStats
PDF URL
2005
A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data  
Rie Kubota Ando, Tong Zhang
The Journal of Machine Learning Research
PDF
2005
The FASiL Speech and Multimodal Corpora  
Hans Dolfing, David Reitter, Lu{\'\\i}s Almeida, Nuno Bieres, Michael Cody, Rui Gomes, Kerry Robinson, Roman Zielinksi
Interspeech
PDF URL
2005
Discovering objects and their location in images  
Josef Sivic, Bryan C Russell, Alexei A Efros, Andrew Zisserman
International Conference on Computer Vision
PDF URL
2005
A non-local algorithm for image denoising  
A. {Buades}, B. {Coll}, J. -. {Morel}
2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05)
PDF
2006
A Time Multiplexing Architecture for Inter-neuron Communications  
Fergal Tuffy, Liam McDaid, Martin McGinnity, Jose Santos, Peter Kelly, Vunfu Wong Kwan, John Alderman
International Conference on Artificial Neural Networks
PDF
2006
Large margin methods for structured and interdependent output variables  
Ioannis Tsochantaridis, Thorsten Joachims, Thomas Hofmann, Yasemin Altun
The Journal of Machine Learning Research
PDF
2006
Learning Partially Observable Action Schemas  
Dafna Shahaf, Eyal Amir
Association for the Advancement of Artificial Intelligence
PDF
2006
When Peanuts Fall in Love: N400 Evidence for the Power of Discourse  
Mante S Nieuwland, Jos J A Van Berkum
dx.doi.org
PDF
2006
Nonlinear Programming  
Dimitri P Bertsekas
book
PDF
2006
Pattern Recognition and Machine Learning  
Christopher Bishop
book
PDF
2006
Hierarchical Dirichlet Processes  
Yee-Whye Teh, Michael I Jordan, Matthew J Beal, David M Blei
Journal of the American Statistical Association
PDF
2006
Peekaboom: A Game for Locating Objects in Images  
Luis von Ahn, Ruoran Liu, Manuel Blum
Computer Human Interaction
PDF URL
2006
Becoming syntactic.  
Franklin Chang, Gary S Dell, Kathryn Bock
Psychological Review
PDF
2006
Unsupervised Parsing with U-DOP  
Rens Bod
CoNLL-X
PDF URL
2006
From manual gesture to speech: A gradual transition  
M GENTILUCCI, M CORBALLIS
Neuroscience \\& Biobehavioral Reviews
PDF
2006
Situated Dialogue and Spatial Organization: What, Where{\ldots}and Why?  
Geert-Jan Kruijff, Hendrik Zender, Patric Jensfelt, Henrik Christensen
journal
PDF
2006
Incremental integer linear programming for non-projective dependency parsing  
Sebastian Riedel, James Clarke
Empirical Methods in Natural Language Processing
PDF
2006
A discriminative model for tree-to-tree translation  
Brooke Cowan, I Kucerova, Michael Collins
Empirical Methods in Natural Language Processing
PDF
2006
BAR gossip  
HC Li, A Clement, E Wong, J Napper, I Roy, Lorenzo Alvisi, M Dahlin
Proc. of the 7th USENIX Symp. on Oper. Systems Design and Impl.(OSDI)
PDF
2006
Speech errors reflect newly learned phonotactic constraints  
Jill A Warker, Gary S Dell
Journal of Experimental Psychology: Learning, Memory, and Cognition
PDF
2006
Routes are trees: The parsing perspective on protein folding  
Julia Hockenmaier, Aravind K Joshi, Ken A Dill
Proteins: Structure, Function, and Bioinformatics
PDF
2006
Markov logic networks  
M Richardson, Pedro Domingos
Machine learning
PDF
2006
A Complex Neural Network Model for Memory Functioning in Psychopathology  
Roseli Wedemann, Luıs Alfredo V de Carvalho, Raul Donangelo
International Conference on Artificial Neural Networks
PDF
2006
Real-Time Construction of Neural Networks  
Kang Li, Jian Xun Peng, Minrui Fei
International Conference on Artificial Neural Networks
PDF
2006
Halting in single word production: A test of the perceptual loop theory of speech monitoring☆  
L Slevc, Victor S Ferreira
Journal of Memory and Language
PDF URL
2006
Variational Bayesian Learning of Directed Graphical Models with Hidden Variables  
Matthew J Beal, Zoubin Ghahramani
Bayesian Analysis
PDF
2006
Computational Methods to Vocalize Arabic Texts  
H Safadi, O Dakkak, N Ghneim
Second Workshop on Internationalizing SSML
PDF URL
2006
When English proposes what Greek presupposes: The cross-linguistic encoding of motion events  
Anna Papafragou, Christine Massey, Lila Gleitman
Cognition
PDF URL
2006
A Measure Theory Tutorial (Measure Theory for Dummies)  
Maya R Gupta
University of Washington
PDF
2006
A Basis For Cognitive Machines  
JG Taylor, S Kasderidis, P Trahanias, M Hartley
International Conference on Artificial Neural Networks
PDF
2006
Efficient algorithms for online convex optimization and their applications  
E Hazan
Princeton University
PDF
2006
Putting Objects in Perspective  
Derek Hoiem, Alexei A Efros, Martial Hebert
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2006
Creating a CCGbank and a Wide-Coverage CCG Lexicon for German  
Julia Hockenmaier
Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics
PDF URL
2006
Training Linear SVMs in Linear Time  
Thorsten Joachims
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
PDF URL
2006
Effective self-training for parsing  
David McClosky, Eugene Charniak, Mark Johnson
North American chapter of the Association for Computational Linguistics conference
PDF
2006
Interpolating between types and tokens by estimating power-law generators  
Sharon Goldwater, Thomas L Griffiths, Mark Johnson
Advances in Neural Information Processing Systems
PDF URL
2006
Reranking and Self-Training for Parser Adaptation  
David McClosky, Eugene Charniak, Mark Johnson
Association for Computational Linguistics
PDF
2006
Variational inference for Dirichlet process mixtures  
David M Blei, Michael I Jordan
Bayesian Analysis
PDF URL
2006
Adaptive On-Line Neural Network Retraining for Real Life Multimodal Emotion Recognition  
S Ioannou, L Kessous, G Caridakis, K Karpouzis
Lecture Notes in Computer Science
PDF
2006
The Evolution of Language  
Simon Kirby
Oxford Handbook on Evolutionary Psychology
PDF
2007
The Evolution of Meaning-Space Structure Through Iterated Learning  
Simon Kirby
Emergence of Communication and Language
PDF
2006
Learning accurate, compact, and interpretable tree annotation  
Slav Petrov, L Barrett, R Thibaux, Dan Klein
Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
PDF URL
2006
Prototype-Driven Learning for Sequence Models  
Aria Haghighi, Dan Klein
Proceedings of the Human Language Technology Conference of the NAACL, Main Conference
PDF URL
2006
Prototype-Driven Grammar Induction  
Aria Haghighi, Dan Klein
Association for Computational Linguistics
PDF URL
2006
Alignment by Agreement  
Percy Liang, Ben Taskar, Dan Klein
Proceedings of the Human Language Technology Conference of the NAACL, Main Conference
PDF
2006
Modelling Working Memory Through Attentional Mechanisms  
John Taylor, Nickolaos Fragopanagos, Nienke Korsten
International Conference on Artificial Neural Networks
PDF URL
2006
Walk the Talk: Connecting Language, Knowledge, and Action in Route Instructions  
Matt MacMahon, Brian Stankiewicz, Benjamin Kuipers
Proceedings of the 21st National Conference on Artificial Intelligence - Volume 2
PDF URL
2006
On Comparing the Power of Mobile Robots  
Jason M O'Kane, Steven M. LaValle
Robotics: Science and Systems
PDF URL
2006
Dynamic Topic Models  
David M Blei, John D Lafferty
International conference on Machine learning
PDF
2006
Correlated Topic Models  
David M Blei, John D Lafferty
Advances in Neural Information Processing Systems
PDF URL
2006
Dependency-Based Construction of Semantic Space Models  
Sebastian Pad{\'o}, Mirella Lapata
Computational Linguistics
PDF
2006
The Speaker as Information Processor  
Willem Levelt
journal
PDF
2006
Language and Mind: Let's Get the Issues Straight!  
Stephen C Levinson
journal
PDF
2006
Spoken Word Recognition  
Delphine Dahan, James S Magnuson
Handbook of Psycholinguistics
PDF URL
2006
Is it Really that Difficult to Parse German?  
Sandra Kubler, Erhard W Hinrichs, Wolfgang Maier
Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
PDF URL
2006
Fully Parsing the Penn Treebank  
Ryan Gabbard, Seth Kulick, Mitchell Marcus
Proceedings of the Human Language Technology Conference of the NAACL, Main Conference
PDF
2006
CoNLL-X shared task on multilingual dependency parsing  
Sabine Buchholz, Erwin Marsi
Proceedings of the Tenth Conference on Computational Natural Language Learning (CoNLL-X)
PDF
2006
MaxMinOver Regression: A Simple Incremental Approach for Support Vector Function Approximation  
Daniel Schneega{\ss}, Kai Labusch, Thomas Martinetz
International Conference on Artificial Neural Networks
PDF URL
2006
Inheritance and the CCG Lexicon  
Mark McConville
European Chapter of the Association for Computational Linguistics
PDF
2006
Grounding Language in Descriptions of Scenes  
Paul Williams, Risto Miikkulainen
Cognitive Science Society
PDF
2006
Real-Time Neuroevolution in the NERO Video Game  
Kenneth Stanley, Bobby Bryant, Risto Miikkulainen
journal
PDF URL
2006
Processing Unpointed Hebrew: What Can We Learn from Determining the Identicalness of {\ldots}  
P Miller
Journal of Psycholinguistic Research
PDF
2006
The emergence of language: how to simulate it  
Domenica Parisi, Marco Mirolli
journal
PDF URL
2006
Phonological typicality influences on-line sentence comprehension  
Thomas A Farmer, Morten H Christiansen, Padraic Monaghan
Proceedings of the National Academy of Sciences
PDF URL
2006
Using String-Kernels for Learning Semantic Parsers  
Rohit J Kate, Raymond Mooney
Association for Computational Linguistics
PDF URL
2006
Learning for Semantic Parsing with Statistical Machine Translation  
Yuk Wah Wong, Raymond Mooney
North American chapter of the Association for Computational Linguistics conference
PDF URL
2006
Unsupervised discovery of action classes  
Y Wang, H Jiang, M Drew, Z Li, G Mori
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2006
A Neural Network Model of Metaphor Understanding with Dynamic Interaction Based on a Statistical Language Analysis  
Asuka Terai, Masanori Nakagawa
International Conference on Artificial Neural Networks
PDF
2006
A Virtual Machine for Neural Computers  
Joao Pedro Neto
International Conference on Artificial Neural Networks
PDF URL
2006
An empirical comparison of supervised learning algorithms  
Rich Caruana, Alexandru Niculescu-Mizil
Proceedings of the 23rd International Conference on Machine Learning
PDF
2006
MaltParser: A Data-Driven Parser-Generator for Dependency Parsing  
Joakim Nivre, Johan Hall, Jens Nilsson
The International Conference on Language Resources and Evaluation
PDF
2006
The Bayesian reader: Explaining word recognition as an optimal Bayesian decision process  
Dennis Norris
journal
PDF
2006
A Variational Formulation for the Multilayer Perceptron  
Roberto Lopez, Eugenio Onate
International Conference on Artificial Neural Networks
PDF
2006
Learning words from sights and sounds: a computational model  
Deb Roy, Alex Pentland
Cognitive Science Society
PDF URL
2006
Domain Adaptation with Structural Correspondence Learning  
John Blitzer, Ryan McDonald, Fernando Pereira
Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
PDF URL
2006
Online learning of approximate dependency parsing algorithms  
Ryan McDonald, Fernando Pereira
European Chapter of the Association for Computational Linguistics
PDF
2006
Multilingual dependency analysis with a two-stage discriminative parser  
Ryan McDonald, Kevin Lerman, Fernando Pereira
Conference on Computational Natural Language Learning
PDF
2006
Language and Cognition Integration Through Modeling Field Theory: Category Formation for Symbol Grounding  
Vadim Tikhanoff, Jos{\'e}F Fontanari, Angelo Cangelosi, Leonid I Perlovsky
International Conference on Artificial Neural Networks
PDF
2006
A General Framework for Motion Segmentation: Independent, Articulated, Rigid, Non-rigid, Degenerate and Non-degenerate  
Jingyu Yan, Marc Pollefeys
European Conference on Computer Vision
PDF URL
2006
Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories  
S Lazebnik, Cordelia Schmid, Jean Ponce
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2006
The Emergence of Language  
Rob Putman
journal
PDF
2006
A Gentle Introduction to SOAR, An Architecture for Human Cognition: 2006 Update  
Jill Fain Lehman, John Laird, Paul Rosenbloom
journal
PDF
2006
Maximum entropy based restoration of Arabic diacritics  
I Zitouni, JS Sorensen, R Sarikaya
Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
PDF
2006
Variational Bayesian Grammar Induction for Natural Language  
Kenichi Kurihara, Taisuke Sato
Grammatical Inference: Algorithms and Applications
PDF
2006
Introduction to the Theory of Computation  
Michael Sipser
book
PDF
2006
Anti-Israel Sentiment Predicts Anti-Semitism in Europe  
Edward H Kaplan, Charles A Small
Journal of Conflict Resolution
PDF
2006
The role of local and global syntactic structure in language production: Evidence from syntactic priming  
Holly Branigan, Martin J Pickering, Janet Mclean, Andrew Stewart
Language and Cognitive Processes
PDF URL
2006
Scalable recognition with a vocabulary tree  
D Nister, H Stewenius
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2006
Building Ensembles of Neural Networks with Class-Switching  
Gonzalo Martinez-Munoz, Aitor Sanchez-Martinez, Daniel Hernandez-Lobato, Alberto Suarez
International Conference on Artificial Neural Networks
PDF URL
2006
Graphical Models for Visual Object Recognition and Tracking  
Erik B Sudderth
Massachusetts Institute of Technology
PDF URL
2006
Applying Part-of-Seech Enhanced LSA to Automatic Essay Grading  
T Kakkonen, N Myller, E Sutinen
Arxiv preprint cs
PDF
2006
Photo tourism: exploring photo collections in 3D  
N Snavely, Steven M Seitz, Richard Szeliski
Association for Computing Machinery's Special Interest Group on Graphics and Interactive Techniques
PDF
2006
Theory and Practice of Recursive Identification  
Lennart Ljung, T S{\"o}derstr{\"o}m
book
PDF
2006
Watching the eyes when talking about size: An investigation of message formulation and utterance planning☆  
S Brownschmidt, Michael K Tanenhaus
Journal of Memory and Language
PDF
2006
Machine Cognition and the EC Cognitive Systems Projects: Now and in the Future  
JG Taylor
Lecture Notes in Computer Science
PDF URL
2006
A Bayesian Interpretation of Interpolated Kneser-Ney NUS School of Computing Technical Report TRA2/06  
Yee-Whye Teh
preprint
PDF
2006
A Hierarchical Bayesian Language Model based on Pitman-Yor Processes  
Yee-Whye Teh
Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics
PDF URL
2006
A fast learning algorithm for deep belief nets  
Geoffrey Hinton, Simon Osindero, Yee-Whye Teh
Neural computation
PDF URL
2006
The Interplay of Syntax and Morphology in Building Parsing Models for Modern Hebrew  
Reut Tsarfaty
Proceedings of the Eleventh ESSLLI Student Session
PDF URL
2006
Accelerated Variational Dirichlet Process Mixtures  
Kenichi Kurihara, Max Welling, Nikos Vlassis
Advances in Neural Information Processing Systems
PDF
2006
Topic modeling: beyond bag-of-words  
Hanna M Wallach
International conference on Machine learning
PDF
2006
Optical flow estimation  
DJ Fleet, Y Weiss
Handbook of Mathematical Models in Computer Vision
PDF URL
2006
Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation  
Ian Porteous, Alexander T Ihler, Padhraic Smyth, Max Welling
Uncertainty in Artificial Intelligence
PDF
2006
The Infant's Auditory World: Hearing, Speech, and the Beginnings of Language  
Jenny R Saffran, Janet F Werker, Lynne A Werner
Handbook of child development
PDF URL
2006
Gaussian Processes for Machine Learning  
Carl Edward Rasmussen, Christopher K I Williams
book
PDF
2006
Part-Of-Speech Tagging of Modern Hebrew Text  
Roy Bar-Haim, Khalil Sima'an, Yoad Winter
Natural Language Engineering
PDF URL
2006
Finite-State Registered Automata and Their Uses in Natural Languages  
Y Cohen-Sygal, Shuly Wintner
Lecture Notes in Computer Science
PDF
2006
Comparative Investigation on Dimension Reduction and Regression in Three Layer Feed-Forward Neural Network  
L Shi, L Xu
Lecture Notes in Computer Science
PDF
2006
Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing  
Long Leo Zhu, Yuanhao Chen, Alan Yuille
Advances in Neural Information Processing Systems
PDF
2006
Multibody grouping by inference of multiple subspaces from high-dimensional data using oriented-frames  
Z Fan, J Zhou
IEEE Transactions on Pattern Analysis and Machine Intelligence
PDF
2006
``Hello! My name is... Buffy''--Automatic Naming of Characters in TV Video  
Mark Everingham, Josef Sivic, Andrew Zisserman
BMVC
PDF
2006
A Visual Vocabulary for Flower Classification  
Maria-Elena Nilsback, Andrew Zisserman
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2006
Incremental learning of object detectors using a visual shape alphabet  
Andreas Opelt, Axel Pinz, Andrew Zisserman
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2007
Combinatory Categorial Grammar  
Mark Steedman, Jason Baldridge
journal
PDF
2007
Lexical and referential influences on on-line spoken language comprehension: A comparison of adults and primary-school-age children  
E Kidd, E L Bavin
First Language
PDF
2007
Russian blues reveal effects of language on color discrimination  
Jonathan Winawer, Nathan Witthoft, Michael C Frank, Lisa Wu, Alex R Wade, Lera Boroditsky
Proceedings of the National Academy of Sciences
PDF URL
2007
A Bayesian model for discovering typological implications  
Hal Daum{\'e}III, L Campbell
Association for Computational Linguistics
PDF URL
2007
Experiments with a higher-order projective dependency parser  
Xavier Carreras
Proceedings of the CoNLL Shared Task Session of EMNLP-CoNLL 2007
PDF URL
2007
Training a Support Vector Machine in the Primal  
Olivier Chapelle
Neural computation
PDF URL
2007
The Algorithm: Idiom of Modern Science  
Bernard Chazelle
cs.princeton.edu
PDF URL
2007
A Pendulum Swung Too Far  
Kenneth W Church
Linguistic Issues in Language Technology - LiLT
PDF URL
2007
Online Learning of Relaxed CCG Grammars for Parsing to Logical Form  
Luke S Zettlemoyer, Michael Collins
Empirical Methods in Natural Language Processing
PDF URL
2007
Getting a Job: Is There a Motherhood Penalty?  
Shelley J Correll
American Journal of Sociology
PDF URL
2007
Learning grammatical structure with Echo State Networks  
Matthew H Tong, Adam D Bickett, Eric M Christiansen, Garrison W Cottrell
Neural Networks
PDF URL
2007
Wide-Coverage Efficient Statistical Parsing with CCG and Log-Linear Models  
Stephen Clark, James Curran
Computational Linguistics
PDF URL
2007
Adding Noun Phrase Structure to the Penn Treebank  
David Vadas, James Curran
Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics
PDF URL
2007
Formalism-Independent Parser Evaluation with CCG and DepBank  
Stephen Clark, James Curran
Association for Computational Linguistics
PDF URL
2007
The Pyramid Match Kernel: Efficient Learning with Sets of Features  
Kristen Grauman, Trevor Darrell
The Journal of Machine Learning Research
PDF URL
2007
Fast search for Dirichlet process mixture models  
Hal Daum{\'e}III
AIStats
PDF
2007
Mathematical Statistics: Basic Ideas and Selected Topics Vol 1  
Peter J Bickel, Kjell A Doksum
book
PDF
2007
Properties of Spoken Language Production  
Zenzi M Griffin, Victor S Ferreira
Handbook of Psycholinguistics
PDF
2007
Prosody and performance in language production  
Fernanda Ferreira
Language and Cognitive Processes
PDF
2007
80 Million Tiny Images: a Large Dataset for Non-Parametric Object and Scene Recognition  
Antonio Torralba, Rob Fergus, William T Freeman
IEEE Transactions on Pattern Analysis and Machine Intelligence
PDF
2007
Ground squirrels use an infrared signal to deter rattlesnake predation  
Aaron S Rundus, Donal H Owings, Sanjay S Joshi, Erin Chinn, Nicolas Giannini
Proceedings of the National Academy of Sciences
PDF
2007
Learning to parse and its implications for language acquisition  
John C Trueswell, Lila Gleitman
Oxford Handbook of Psycholing
PDF URL
2007
Mortality in Randomized Trials of Antioxidant Supplements for Primary and Secondary Prevention  
Goran Bjelakovic, Dimitrinka Nikolova, Lise Lotte Gluud, Rosa G Simonetti, Christian Gluud
Journal of the American Medical Association
PDF URL
2007
Adaptor grammars: A framework for specifying compositional nonparametric Bayesian models  
Mark Johnson, Thomas L Griffiths, Sharon Goldwater
Advances in Neural Information Processing Systems
PDF
2007
Bayesian inference for PCFGs via Markov chain Monte Carlo  
Mark Johnson, Thomas L Griffiths, Sharon Goldwater
Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference
PDF URL
2007
A Fully Bayesian Approach to Unsupervised Part-of-Speech Tagging  
Sharon Goldwater, Thomas L Griffiths
Association for Computational Linguistics
PDF URL
2007
Spatial latent dirichlet allocation  
X Wang, E Grimson
Advances in Neural Information Processing Systems
PDF
2007
Algorithms  
Sariel Har-Peled
journal
PDF URL
2007
Moses: Open source toolkit for statistical machine translation  
P Koehn, H Hoang, A Birch, Chris Callison-Burch, Marcello Federico, Nicola Bertoldi, Brooke Cowan, Wade Shen, Christine Moran, Richard Zens, Chris Dyer, Ondrej Bojar, Alexandra Constantin, Evan Herbst
Association for Computational Linguistics
PDF
2007
Restricted Boltzmann machines for collaborative filtering  
Ruslan Salakhutdinov, Andriy Mnih, Geoffrey Hinton
International conference on Machine learning
PDF
2007
Lecture20.pdf  
Julia Hockenmaier
UIUC
PDF
2007
Recovering traces and null elements  
Julia Hockenmaier
UIUC
PDF
2007
More on CFGs; Penn Treebank; Non-local dependencies  
Julia Hockenmaier
UIUC
PDF
2007
Segmentation of multivariate mixed data via lossy data coding and compression  
Y Ma, H Derksen, W Hong
IEEE Transactions on Pattern Analysis and Machine Intelligence
PDF
2007
The influence of partner-specific memory associations on language production: Evidence from picture naming  
William S Horton
Language and Cognitive Processes
PDF URL
2007
Improved sentence alignment for movie subtitles  
J Tiedemann, A Informatica
Proceedings of RANLP
PDF URL
2007
Detecting irregularities in images and in video  
Oren Boiman, Michal Irani
International Journal of Computer Vision
PDF URL
2007
Why doesn't EM find good HMM POS-taggers  
Mark Johnson
Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)
PDF
2007
A Bayesian LDA-based model for semi-supervised part-of-speech tagging  
Kristina Toutanova, Mark Johnson
Advances in Neural Information Processing Systems
PDF URL
2007
Guided learning for bidirectional sequence classification  
L Shen, Giorgio Satta, Aravind K Joshi
Association for Computational Linguistics
PDF
2007
Re-evaluating evidence for linguistic relativity: Reply to Boroditsky (2001)☆  
D January, E Kako
Cognition
PDF
2007
The real-time mediation of visual attention by language and world knowledge: Linking anticipatory (and other) eye movements to linguistic processing  
G Altmann, Y Kamide
Journal of Memory and Language
PDF
2007
Graph-Cut Transducers for Relevance Feedback in Content Based Image Retrieval  
Hichem Sahbi, Jean-Yves Audibert, Renaud Keriven
International Conference on Computer Vision
PDF
2007
Of Memories, Neurons and Rank-One Corrections  
Kevin G Kirby
The College Mathematics Journal
PDF
2007
The effects of prohibiting gestures on children's lexical retrieval ability  
Karen J Pine, Hannah Bird, Elizabeth Kirk
Developmental Science
PDF
2007
I see it in my hands'eye: Representational gestures reflect conceptual demands  
Autumn B Hostetter, Martha W Alibali, Sotaro Kita
Language and Cognitive Processes
PDF URL
2007
Structured Bayesian Nonparametric Models with Variational Inference  
Percy Liang, Dan Klein
Association for Computational Linguistics
PDF URL
2007
Improved Inference for Unlexicalized Parsing  
Slav Petrov, Dan Klein
Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference
PDF
2007
The Infinite PCFG Using Hierarchical Dirichlet Processes  
Percy Liang, Slav Petrov, Michael I Jordan, Dan Klein
Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)
PDF URL
2007
Unsupervised coreference resolution in a nonparametric bayesian model  
Aria Haghighi, Dan Klein
Association for Computational Linguistics

2007
Extended constituent-to-dependency conversion for English  
Richard Johansson, Pierre Nugues, Joakim Nivre, Heiki-Jaan Kalep, Kadri Muischnek, Mare Koit
NODALIDA 2007 Proceedings
PDF
2007
A correlated topic model of science  
David M Blei, John D Lafferty
The Annals of Applied Statistics
PDF URL
2007
Computationally Efficient M-Estimation of Log-Linear Structure Models  
Noah A Smith, Douglas L Vail, John D Lafferty
Association for Computational Linguistics
PDF
2007
Parallelized variational EM for latent Dirichlet allocation: An experimental evaluation of speed and scalability  
Ramesh Nallapati, William W Cohen, John D Lafferty
International Conference on Data Mining: Workshops
PDF
2007
Scaling learning algorithms towards AI  
Y Bengio, Yann LeCun
Large-Scale Kernel Machines
PDF
2007
State-Space Models: From the EM Algorithm to a Gradient Approach  
Rasmus Kongsgaard Olsson, Kaare Brandt Petersen, Tue Lehn-Schi{\o}ler
dx.doi.org
PDF
2007
Dynamic self-organization and early lexical development in children  
Ping Li, Xiaowei Zhao, Brian MacWhinney
Cognitive science
PDF
2007
Learning Globally-Consistent Local Distance Functions for Shape-Based Image Retrieval and Classification  
Andrea Frome, Yoram Singer, Fei Sha, Jitendra Malik
International Conference on Computer Vision
PDF
2007
Natural logic for textual inference  
Bill MacCartney, Christopher D Manning
RTE '07 Proceedings of the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing
PDF
2007
The infinite tree  
JR Finkel, T Grenager, Christopher D Manning
Association for Computational Linguistics
PDF
2007
What can syntax-based MT learn from phrase-based MT  
Steve DeNeefe, Kevin Knight, W Wang, Daniel Marcu
Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)
PDF
2007
Computing semantic relatedness using wikipedia-based explicit semantic analysis  
E Gabrilovich, S Markovitch
International Joint Conferences on Artificial Intelligence
PDF URL
2007
An Introduction to Conditional Random Fields for Relational Learning  
Charles Sutton, Andrew McCallum
Introduction to Statistical Relational Learning
PDF
2007
Nonparametric bayes pachinko allocation  
W Li, David M Blei, Andrew McCallum
Uncertainty in Artificial Intelligence
PDF URL
2007
Piecewise Pseudolikelihood for Efficient Training of Conditional Random Fields  
Charles Sutton, Andrew McCallum
International conference on Machine learning
PDF
2007
Mixtures of Hierarchical Topics with Pachinko Allocation  
David Mimno, Wei Li, Andrew McCallum
International conference on Machine learning
PDF URL
2007
Introduction to Data-Driven Dependency Parsing  
Joakim Nivre, Ryan McDonald
ESSLLI
PDF
2007
Characterizing the errors of data-driven dependency parsing models  
Joakim Nivre, Ryan McDonald
Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)
PDF URL
2007
Learning Synchronous Grammars for Semantic Parsing with Lambda Calculus  
Yuk Wah Wong, Raymond Mooney
Association for Computational Linguistics
PDF
2007
Representing shape with a spatial pyramid kernel  
A Bosch, Andrew Zisserman, X Munoz
CIVR
PDF URL
2007
Image classification using random forests and ferns  
A Bosch, Andrew Zisserman, X Munoz
International Conference on Computer Vision
PDF
2007
Why we tag: motivations for annotation in mobile and online media  
M Ames, M Naaman
Computer Human Interaction
PDF URL
2007
Multilingual dependency parsing using global features  
T Nakagawa
Proceedings of the CoNLL Shared Task Session of EMNLP-CoNLL 2007
PDF URL
2007
Accounting for change in declarative memory: A cognitive neuroscience perspective  
Jenny Richmond, Charles A Nelson
Developmental Review
PDF
2007
Emergence of communication in embodied agents evolved for the ability to solve a collective navigation problem  
D Marocco, S Nolfi
Connection Science
PDF
2007
The representation of lexical and syntactic information in bilinguals: Evidence from syntactic priming  
S Schoonbaert, Robert J Hartsuiker, Martin J Pickering
Journal of Memory and Language
PDF
2007
Dirichlet aggregation: unsupervised learning towards an optimal metric for proportional data  
HY Wang, H Zha, H Qin
International conference on Machine learning
PDF
2007
Arabic diacritization through full morphological tagging  
Nizar Y Habash, Owen Rambow
Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference
PDF
2007
Learning The Discriminative Power-Invariance Trade-Off  
Manik Varma, Debajyoti Ray
International Conference on Computer Vision
PDF
2007
Named Entity Transliteration and Discovery in Multilingual Corpora  
Alexandre Klementiev, Dan Roth
Association for Computational Linguistics
PDF
2007
Guiding Semi-Supervision with Constraint-Driven Learning  
Ming-Wei Chang, Lev Ratinov, Dan Roth
Association for Computational Linguistics
PDF URL
2007
Interpretation of Spatial Language in a Map Navigation Task  
Michael Levit, Deb Roy
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)
PDF
2007
A robot that uses existing vocabulary to infer non-visual word meanings from observation  
K Gold, B Scassellati
Proceedings of the National Conference on Artificial Intelligence
PDF
2007
Human-Robot Interaction: A Survey  
Michael A Goodrich, Alan C Schultz
Foundations and Trends in Human Computer Interaction
PDF URL
2007
Fast Unsupervised Incremental Parsing  
Yoav Seginer
Association for Computational Linguistics
PDF URL
2007
Learning Syntactic Structure  
Yoav Seginer
Universiteit van Amsterdam
PDF
2007
Constraing Satisfaction Accounts of Lexical and Sentence Comprehension  
Maryellen C MacDonald, Mark S Seidenberg
Handbook of Psycholinguistics
PDF URL
2007
Three-dimensional parametrization for parsing morphologically rich languages  
Reut Tsarfaty, K Sima'an
Proceedings of the 10th International Conference on Parsing Technologies
PDF URL
2007
Accurate Unlexicalized Parsing for Modern Hebrew  
Reut Tsarfaty, K Sima'an
Lecture Notes in Computer Science
PDF
2007
Novel estimation methods for unsupervised discovery of latent structure in natural language text  
Noah A Smith
Johns Hopkins University
PDF
2007
Pegasos: Primal estimated sub-gradient solver for SVM  
Yoram Singer, N Srebro
International conference on Machine learning
PDF
2007
CCGbank: A Corpus of CCG Derivations and Dependency Structures Extracted from the Penn Treebank  
Julia Hockenmaier, Mark Steedman
Computational Linguistics
PDF URL
2007
The Epic Story of Maximum Likelihood  
Stephen M Stigler
Statistical Science
PDF
2007
A Text-to-Picture synthesis system for augmenting communication  
Xiaojin Zhu, AB Goldberg, M Eldawy, Chris Dyer, B Strock
Proceedings of the National Conference on Artificial Intelligence
PDF
2007
An experimental unification of reservoir computing methods  
D Verstraeten, B Schrauwen, M D Haene, D Stroobandt
Neural Networks
PDF URL
2007
Separating Precision and Mean in Dirichlet-enhanced High-order Markov Models  
Rikiya Takahashi
European Conference on Machine Learning
PDF URL
2007
Expectation Maximization and Posterior Constraints  
Jo{\~a}o V Graca, Kuzman Ganchev, Ben Taskar
Advances in Neural Information Processing Systems
PDF URL
2007
Collapsed Variational Dirichlet Process Mixture Models  
Kenichi Kurihara, Max Welling, Yee-Whye Teh
Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI07)
PDF URL
2007
A Tutorial on Dirichlet Processes and Hierarchical Dirichlet Processes  
Yee-Whye Teh
Bayesian Statistics
PDF URL
2007
Minimization of dependency length in written English  
David Temperley
Cognition
PDF URL
2007
Learning overhypotheses with hierarchical Bayesian models  
Charles Kemp, Amy Perfors, Joshua B Tenenbaum
Developmental Science
PDF
2007
Modeling children's early grammatical knowledge  
Colin Bannard, Elena Lieven, Michael Tomasello
Proceedings of the National Academy of Sciences
PDF URL
2007
MRF Optimization via Dual Decomposition: Message-Passing Revisited  
Nikos Komodakis, Nikos Paragios, Georgios Tziritas
International Conference on Computer Vision
PDF URL
2007
A hybrid approach to word segmentation and pos tagging  
T Nakagawa, K Uchimoto
Association for Computational Linguistics
PDF
2007
Integrating Natural Language, Knowledge Representation and Reasoning, and Analogical Processing to Learn by Reading  
Kenneth D Forbus, Christopher Riesbeck, Lawrence Birnbaum, Kevin Livingston, Abhishek Sharma, Leo Ureel
Association for the Advancement of Artificial Intelligence
PDF
2007
A benchmark for the comparison of 3-D motion segmentation algorithms  
Roberto Tron, Ren{\'e} Vidal
International Conference on Computer Vision
PDF URL
2007
Topical N-grams: Phrase and Topic Discovery, with an Application to Information Retrieval  
Xuerui Wang, Andrew McCallum, Xing Wei
International Conference On Data Mining
PDF
2007
Hidden topic markov models  
A Gruber, M Rosen-Zvi, Y Weiss
European Chapter of the Association for Computational Linguistics
PDF
2007
Distributed inference for latent dirichlet allocation  
D Newman, Arthur Asuncion, P Smyth, Max Welling
Advances in Neural Information Processing Systems
PDF URL
2007
High-accuracy Annotation and Parsing of CHILDES Transcripts  
Kenji Sagae, Eric Davis, Alon Lavie, Brian MacWhinney, Shuly Wintner
Proceedings of the Workshop on Cognitive Aspects of Computational Language Acquisition
PDF
2007
Identifying Semitic Roots: Machine Learning with Linguistic Constraint  
Ezra Daya, Dan Roth, Shuly Wintner
Association for Computational Linguistics
PDF URL
2007
Morphosyntactic learning and the development of tense  
J Legate, C Yang
Language Acquisition
PDF
2007
The CoNLL 2007 shared task on dependency parsing  
Joakim Nivre, Johan Hall, Sandra Kubler, Ryan McDonald, Jens Nilsson, Sebastian Riedel, Deniz Yuret
Proceedings of the CoNLL Shared Task Session of EMNLP-CoNLL 2007
PDF
2007
Rx: Treating Bugs as Allergies - A Safe Method to Survive Software Failures  
Feng Qin, Joseph Tucek, Jagadeesan Sundaresan, Yuanyuan Zhou
Symposium on Operating Systems Principles
PDF
2007
/* iComment: Bugs or Bad Comments? */  
Lin Tan, Ding Yuan, Gopal Krishna, Yuanyuan Zhou
Symposium on Operating Systems Principles
PDF URL
2007
A Topic Model for Word Sense Disambiguation  
Jordan Boyd-Graber, David M Blei, Xiaojin Zhu
Empirical Methods in Natural Language Processing
PDF
2007
Chimpanzees modify recruitment screams as a function of audience composition  
KE Slocombe, K Zuberb{\"u}hler
Proceedings of the National Academy of Sciences
PDF
2008
Statistical phonetic learning in infants: facilitation and feature generalization  
Jessica Maye, Daniel J Weiss, Richard N Aslin
Developmental Science
PDF
2008
Fast collapsed gibbs sampling for latent dirichlet allocation  
Ian Porteous, D Newman, A Ihler, Arthur Asuncion
Proceeding of the 14th ACM SIGKDD international {\ldots}

2008
Weakly supervised supertagging with grammar-informed initialization  
Jason Baldridge
Association for Computational Linguistics
PDF URL
2008
Unsupervised Multilingual Learning for Morphological Segmentation  
Benjamin Snyder, Regina Barzilay
Association for Computational Linguistics
PDF
2008
Unsupervised multilingual learning for POS tagging  
Benjamin Snyder, Tahira Naseem, Jacob Eisenstein, Regina Barzilay
Empirical Methods in Natural Language Processing
PDF
2008
Agreement and attraction in Russian  
Heidi Lorimor, Kathryn Bock, Ekaterina Zalkind, Alina Sheyman, Robert Beard
Language and Cognitive Processes

2008
Latent dirichlet allocation in web spam filtering  
I B{\'\\i}r{\'o}, J Szab{\'o}, A Bencz{\'u}r
Proceeding AIRWeb '08 Proceedings of the 4th international workshop on Adversarial information retrieval on the web
PDF URL
2008
Learning bilingual lexicons from monolingual corpora  
Aria Haghighi, Percy Liang, Taylor Berg-Kirkpatrick
Association for Computational Linguistics
PDF URL
2008
Syntactic Topic Models  
Jordan Boyd-Graber, David M Blei
Advances in Neural Information Processing Systems
PDF
2008
Prototypicality in sentence production☆  
K Onishi, G Murphy, Kathryn Bock
Cognitive Psychology
PDF
2008
Sensitivity to Phonological Similarity Within and Across Languages  
Viorica Marian, Henrike K Blumenfeld, Olga V Boukrina
Journal of Psycholinguistic Research

2008
A Woman's History of Vaginal Orgasm is Discernible from Her Walk  
Aurelie Nicholas, Stuart Brody, Pascal de Sutter, Fran{\c c}ois de Carufel
Journal of Sexual Medicine
PDF
2008
CuZero: embracing the frontier of interactive visual search for informed users  
E Zavesky, S Chang
portal.acm.org
PDF URL
2008
Self-Training for Biomedical Parsing  
David McClosky, Eugene Charniak
Association for Computational Linguistics
PDF URL
2008
Evaluating Unsupervised Part-of-Speech Tagging for Grammar Induction  
William P Headden III, David McClosky, Eugene Charniak
Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008)
PDF URL
2008
How the ExpLSA approach impacts the document classification tasks  
N Bechet, M Roche, J Chauche
International Conference on Digital Information Management
PDF
2008
A tale of two parsers: investigating and combining graph-based and transition-based dependency parsing using beam-search  
Y Zhang, Stephen Clark
Empirical Methods in Natural Language Processing
PDF URL
2008
Constructing a Parser Evaluation Scheme  
Laura Rimell, Stephen Clark
Coling 2008: Proceedings of the workshop on Cross-Framework and Cross-Domain Parser Evaluation
PDF URL
2008
Constrained image segmentation from hierarchical boundaries  
Pablo Arbelaez, L Cohen
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2008
Simple Semi-supervised Dependency Parsing  
Terry Koo, Xavier Carreras, Michael Collins
Association for Computational Linguistics
PDF
2008
Autotagging Facebook: Social Network Context Improves Photo Animation  
Zak Stone, Todd Zickler, Trevor Darrell
First IEEE Workshop on Internet Vision
PDF
2008
Beyond Nouns: Exploiting Prepositions and Comparative Adjectives for Learning Visual Classifiers  
Abhinav Gupta, Larry S Davis
European Conference on Computer Vision
PDF
2008
Inner speech slips exhibit lexical bias, but not the phonemic similarity effect☆  
Gary Oppenheim, Gary S Dell
Cognition
PDF
2008
Re-estimation of lexical parameters for treebank PCFGs  
T Deoskar
COLING
PDF URL
2008
Expectation Maximization and Mixture Modeling Tutorial  
Ivo D Dinov
journal
PDF URL
2008
IM2GPS: estimating geographic information from a single image  
J Hays, Alexei A Efros
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2008
The Believing Game -- Methodological Believing  
Peter Elbow
Selected Works of Peter Elbow
PDF URL
2008
Tagging a Hebrew Corpus: The Case of Participles  
Meni Adler, Yael Netzer, Yoav Goldberg, David Gabay, Michael Elhadad
The International Conference on Language Resources and Evaluation
PDF
2008
Structural priming: A critical review.  
Martin J Pickering, Victor S Ferreira
Psychological Bulletin
PDF
2008
Proactive interference effects on sentence production  
Victor S Ferreira, Carla E Firato
Psychonomic Bulletin \\& Review
PDF URL
2008
Embodied language: A review of the role of the motor system in language comprehension  
M Fischer
The Quarterly Journal of Experimental Psychology
PDF
2008
Lexicalized phonotactic word segmentation  
Margaret M Fleck
Association for Computational Linguistics
PDF
2008
Lexicalized Phonotactic Word Segmentation  
Margaret M Fleck
Association for Computational Linguistics
PDF URL
2008
Modeling and recognition of landmark image collections using iconic scene graphs  
X Li, C Wu, C Zach, S Lazebnik, J Frahm
European Conference on Computer Vision
PDF
2008
LabelMe: a Database and Web-based Tool for Image Annotation  
Bryan C Russell, Antonio Torralba, Kevin P Murphy, William T Freeman
International Journal of Computer Vision
PDF URL
2008
An elementary illustrated introduction to simplicial sets  
Greg Friedman
arXiv
PDF URL
2008
The Variational Approximation for Bayesian Inference  
Dimitris G Tzikas, Aristidis C Likas, Nikolaos P Galatsanos
IEEE Signal Processing Magazine
PDF
2008
Newly learned spoken words show long-term lexical competition effects  
Jakke Tamminen, M Gareth Gaskell
The Quarterly Journal of Experimental Psychology
PDF
2008
Limits on learning phonotactic constraints from recent production experience  
Jill A Warker, Gary S Dell, CA Whalen, S Gereg
Journal of Experimental Psychology: Learning, Memory, and Cognition
PDF
2008
Unsupervised Grammar Induction Using a Parent Based Constituent Context Model  
Seyed Abolghasem Mirroshandel, Gholamreza Ghassem-Sani
ECAI
PDF
2008
Efficient multi-pass decoding for synchronous context free grammars  
H Zhang, Daniel Gildea
Association for Computational Linguistics
URL
2008
Speeded-up robust features (SURF)  
H Bay, A Ess, T Tuytelaars, L van Gool
Computer Vision and Image Understanding
PDF
2008
World-scale Mining of Objects and Events from Community Photo Collections  
Till Quack, Bastian Leibe, Luc Van Gool
CIVR
PDF
2008
Category markers or attributes: Why do labels guide infants' inductive inferences?  
Jean Keates, Susan A Graham
Psychological Science
PDF
2008
Multi-Level Active Prediction of Useful Image Annotations for Recognition  
Sudheendra Vijayanarasimhan, Kristen Grauman
Advances in Neural Information Processing Systems
PDF URL
2008
Fast image search for learned metrics  
Brian Kulis, P Jain, Kristen Grauman
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2008
A possible role of social activity to explain differences in publication output among ecologists  
Tom{\'a}{\v s} Grim
Oikos
PDF URL
2008
On the availability of `literal'meaning: Evidence from courtroom interaction  
Maj-Britt Mosegaard Hansen
Journal of Pragmatics
PDF
2008
Geometric Approximation Algorithms  
Sariel Har-Peled
book
PDF
2008
Learning to fail: Reoccurring tip-of-the-tongue states  
Amy Beth Warriner, Karin Humphreys
The Quarterly Journal of Experimental Psychology
PDF URL
2008
Semi-Supervised Sequential Labeling and Segmentation Using Giga-Word Scale Unlabeled Data  
Jun Suzuki, Hideki Isozaki
Proceedings of ACL-08: HLT
PDF URL
2008
Interesting objects are visually salient  
L Elazary, L Itti
Journal of Vision
PDF URL
2008
Hierarchical Bayesian Nonparametric Models with Applications  
Yee-Whye Teh, Michael I Jordan
University of California, Berkeley
PDF URL
2008
Shared Segmentation of Natural Scenes Using Dependent Pitman-Yor Processes  
Erik B Sudderth, Michael I Jordan
Advances in Neural Information Processing Systems
PDF
2008
An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators  
Percy Liang, Michael I Jordan
International conference on Machine learning
PDF
2008
DiscLDA: Discriminative learning for dimensionality reduction and classification  
S Lacoste-Julien, Fei Sha, Michael I Jordan
Advances in Neural Information Processing Systems
PDF URL
2008
Unsupervised Learning of Narrative Event Chains  
Nathanael Chambers, Daniel Jurafsky
Proceedings of ACL-08: HLT
PDF
2008
Patterns of experience with verbs affect long-term cumulative structural priming  
Jacqueline M Coyle, Michael P Kaschak
Psychonomic Bulletin \\& Review
PDF URL
2008
Counting Dependence Predictors  
Franzi Roesner, Doug Burger, Stephen W Keckler
International Symposium on Computer Architecture
PDF
2008
Saying the right word at the right time: Syntagmatic and paradigmatic interference in sentence production  
Gary S Dell, Gary Oppenheim, Audrey Kittredge
Language and Cognitive Processes
PDF
2008
Discriminative log-linear grammars with latent variables  
Slav Petrov, Dan Klein
Advances in Neural Information Processing Systems
PDF URL
2008
Sparse multi-scale grammars for discriminative latent variable parsing  
Slav Petrov, Dan Klein
Empirical Methods in Natural Language Processing
PDF
2008
Learning Spatial Context: Using Stuff to Find Things  
Geremy Heitz, Daphne Koller
European Conference on Computer Vision

2008
Twelve-Month-Old Infants Benefit From Prior Experience in Statistical Learning  
Rebecca L G{\'o}mez, Jill Lany
Psychological Science
PDF
2008
Automatic image annotation using auxiliary text information  
Yansong Feng, Mirella Lapata
Association for Computational Linguistics
URL
2008
Bayesian learning of visual chunks by human observers  
Gerg{\H o} Orb{\'a}n, J{\'o}zsef Fiser, Richard N Aslin, M{\'a}t{\'e} Lengyel
Proceedings of the National Academy of Sciences
PDF URL
2008
Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories  
S Rao, Roberto Tron, Ren{\'e} Vidal, Yi Ma
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2008
Sustainable Energy ---without the hot air  
David JC MacKay
book
PDF
2008
Building relational world models for reinforcement learning  
T Walker, L Torrey, J Shavlik, R Maclin
Inductive Logic Programming
PDF
2008
Accuracy and awareness in the perception and categorization of male sexual orientation.  
NO Rule, N Ambady, RB Adams Jr, CN Macrae
Journal of personality and social psychology
PDF
2008
Inferring Spatial Layout from A Single Image via Depth-Ordered Grouping  
Stella X Yu, Hao Zhang, Jitendra Malik
Workshop on Perceptual Organization in Computer Vision
PDF
2008
Efficient, feature-based, conditional random field parsing  
JR Finkel, A Kleeman, Christopher D Manning
Association for Computational Linguistics
PDF
2008
Mathematical Statistics  
John Marden
book
PDF URL
2008
Notes on Decomposition Methods  
Stephen Boyd, Lin Xiao, Almir Mutapcic, Jacob Mattingley
journal
PDF URL
2008
Multipole Analysis of Kicks in Collision of Binary Black Holes  
Sarah H Miller, R A Matzner
arXiv
PDF
2008
Topic models conditioned on arbitrary features with dirichlet-multinomial regression  
David Mimno, Andrew McCallum
Uncertainty in Artificial Intelligence
PDF
2008
Bayesian modeling of dependency trees using hierarchical pitman-yor priors  
Hanna M Wallach, Charles Sutton, Andrew McCallum
Proceedings of the Workshop on Prior Knowledge for Text and language (held in conjunction with ICML/UAI/COLT)
PDF
2008
Pachinko allocation: Scalable mixture models of topic correlations  
W Li, Andrew McCallum
The Journal of Machine Learning Research
PDF
2003
Incremental Nonmonotonic Parsing through Semantic Self-Organization  
Marshall R. Mayberry III, Risto Miikkulainen
Cognitive Science Society
PDF
1999
Using a Sequential SOM to Parse Long-term Dependencies  
Marshall Mayberry, Risto Miikkulainen
Cognitive Science Society
PDF
2008
Co-training with Images and Text Captions  
Sonal Gupta, Raymond Mooney
International conference on Machine learning
PDF
2008
Learning to Sportscast: A Test of Grounded Language Acquisition  
David Chen, Raymond Mooney
International conference on Machine learning
PDF
2008
Discriminative Structure and Parameter Learning for Markov Logic Networks  
Tuyen N Huynh, Raymond Mooney
International conference on Machine learning
PDF URL
2008
Watch, Listen \\& Learn: Co-training on Captioned Images and Videos  
Sonal Gupta, J Kim, Kristen Grauman, Raymond Mooney
European Conference on Machine Learning
PDF
2008
Elements of Algebraic Topology  
James R Munkres
journal
PDF URL
2008
Unsupervised models for coreference resolution  
V Ng
Empirical Methods in Natural Language Processing
PDF URL
2008
Object-Oriented Reengineering Patterns  
Serge Demeyer, St{\'e}phane Ducasse, Oscar Nierstrasz
book
PDF
2008
A systematic comparison of phrase-based, hierarchical and syntax-augmented {\ldots}  
Andreas Zollmann, A Venugopal, Franz Josef Och
COLING
PDF URL
2008
Nonchronological video synopsis and indexing  
Y Pritch, A Rav-Acha, S Peleg
IEEE Transactions on Pattern Analysis and Machine Intelligence
PDF URL
2008
Confidence-Weighted Linear Classification  
Mark Dredze, Koby Crammer, Fernando Pereira
International conference on Machine learning
PDF URL
2008
Weakly-Supervised Acquisition of Labeled Class Instances using Graph Random Walks  
Partha Pratim Talukdar, Joseph Reisinger, Marius Pasca, Deepak Ravichandran, Rahul Bhagat, Fernando Pereira
Empirical Methods in Natural Language Processing
PDF
2008
A maximum likelihood approximation method for Dirichlet's parameter estimation  
N Wicker, J Muller, RKR Kalathur, O Poch
Computational statistics \\& data analysis
PDF
2008
An analysis of failed queries for web image retrieval  
HT Pu
Journal of Information Science
URL
2008
UnsuParse: Unsupervised Parsing with unsupervised Part of Speech tagging  
Christian H{\"a}nig, Stegan Bordag, Uwe Quasthoff
The International Conference on Language Resources and Evaluation
PDF URL
2008
The Emergent neural modeling system  
B Aisa, B Mingus, RO'Reilly
Neural Networks
PDF URL
2008
A Discriminatively Trained, Multiscale, Deformable Part Model  
Pedro F Felzenszwalb, David McAllester, Deva Ramanan
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2008
Learning and Inference with Constraints  
Ming-Wei Chang, Lev Ratinov, Nicholas Rizzolo, Dan Roth
Association for the Advancement of Artificial Intelligence
PDF
2008
Transliteration as Constrained Optimization  
Dan Goldwasser, Dan Roth
Empirical Methods in Natural Language Processing
PDF URL
2008
Baby SRL: Modeling Early Language Acquisition.  
Michael Connor, Yael Gertner, Cynthia Fisher, Dan Roth
Conference on Computational Natural Language Learning
PDF URL
2008
Active Sample Selection for Named Entity Transliteration  
Dan Goldwasser, Dan Roth
Association for Computational Linguistics
PDF URL
2008
The Tradeoffs of Large Scale Learning  
L{\'e}on Bottou, Olivier Bousquet, J C Platt, D Koller, Y Singer, S Roweis
Advances in Neural Information Processing Systems
PDF
2008
The Restaurant Game: Learning Social Behavior and Language from Thousands of Players Online  
Jeff Orkin, Deb Roy
Journal of Game Development
URL
2008
Learning realistic human actions from movies  
I Laptev, M Marsza{\AA}ek, Cordelia Schmid, B Rozenfeld
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2008
A Compositional Distributional Model of Meaning  
S Clark, B Coecke, M Sadrzadeh
Association for the Advancement of Artificial Intelligence
PDF
2008
Accommodating variation: Dialects, idiolects, and speech processing  
T Kraljic, S Brennan, A Samuel
Cognition
PDF URL
2008
Particle video: Long-range motion estimation using point trajectories  
P Sand
International Journal of Computer Vision
PDF
2008
Scene Segmentation Using the Wisdom of Crowds  
Ian Simon, Steven M Seitz
European Conference on Computer Vision
PDF
2008
Data Analysis  
DS Sivia, J Skilling
book
PDF
2008
Cumulative cultural evolution in the laboratory: An experimental approach to the origins of structure in human language  
Simon Kirby, Hannah Cornish, Kenny Smith
Proceedings of the National Academy of Sciences
PDF URL
2008
Syntactic priming during language comprehension in three- and four-year-old children  
Malathi Thothathiri, Jesse Snedeker
Journal of Memory and Language
PDF URL
2008
Give and take: Syntactic priming during spoken language comprehension  
Malathi Thothathiri, Jesse Snedeker
Cognition
PDF
2008
On becoming a discipline  
Mark Steedman
Computational Linguistics
PDF
2008
A distributional account of the semantics of multiword expressions  
A Fazly, S Stevenson
Italian Journal of Linguistics
PDF
2008
Addressees distinguish shared from private information when interpreting questions during interactive conversation  
S Brownschmidt, C Gunlogson, Michael K Tanenhaus
Cognition
PDF URL
2008
Acquiring and processing verb argument structure: Distributional learning in a miniature language  
Elizabeth Wonnacott, Elissa L Newport, Michael K Tanenhaus
Cognitive Psychology
PDF
2008
Movie/Script: Alignment and Parsing of Video and Text Transcription  
Timothee Cour, Chris Jordan, Eleni Miltsakaki, Ben Taskar
European Conference on Computer Vision
PDF URL
2008
Freebase: a collaboratively created graph database for structuring human knowledge  
Kurt Bollacker, Colin Evans, Praveen Paritosh, Tim Sturge, Jamie Taylor
Freebase: a collaboratively created graph database for structuring human knowledge
PDF
2008
The discovery of structural form  
C Kemp, Joshua B Tenenbaum
Proceedings of the National Academy of Sciences
PDF
2008
Church: a language for generative models  
Noah Goodman, VK Mansinghka, Deb Roy, K Bonawitz, Joshua B Tenenbaum
Uncertainty in Artificial Intelligence
PDF URL
2008
Synchronizing Translated Movie Subtitles  
J Tiedemann
the Proceedings of the Sixth International {\ldots}
PDF
2008
Does language guide event perception? Evidence from eye movements  
Anna Papafragou, J Hulbert, John C Trueswell
Cognition
PDF URL
2008
Graphical models, message-passing algorithms, and variational methods: Part II  
Martin J Wainwright
eecs.berkeley.edu
PDF URL
2008
Graphical models and variational methods: Message-passing, convex relaxations, and all that  
Martin J Wainwright
misc
PDF URL
2008
Graphical models, message-passing algorithms, and variational methods: Part I  
Martin J Wainwright
eecs.berkeley.edu
PDF URL
2008
Structured Topic Models for Language  
Hanna M Wallach
University of Cambridge
PDF
2008
A graph-theoretic model of lexical syntactic acquisition  
Hinrich Schutze, M Walsh
Empirical Methods in Natural Language Processing
PDF
2008
Image retrieval: Ideas, influences, and trends of the new age  
R Datta, D Joshi, J Li, JZ Wang
journal
PDF
2008
Collapsed Variational Inference for HDP  
Yee-Whye Teh, Kenichi Kurihara, Max Welling
Advances in Neural Information Processing Systems
PDF URL
2008
A unified architecture for natural language processing: deep neural networks with multitask learning  
Ronan Collobert, Jason Weston
the 25th international conference
PDF URL
2008
An HDP-HMM for Systems with State Persistence  
Emily B Fox, Erik B Sudderth, Michael I Jordan, Alan S Willsky
International conference on Machine learning
PDF URL
2008
Exploring the Impact of Galaxy Interactions over Seven Billion Years with CAS  
Sarah H Miller, S Jogee, C Conselice, K Penner, E Bell, X Zheng, C Papovich, R Skelton, R Somerville, H Rix, F Barazza, M Barden, A Borch, S Beckwith, J Caldwell, B Haeussler, C Heymans, K Jahnke, D McIntosh, K Meisenheimer, C Peng, A Robaina, S Sanchez, L Wisotzki, C Wolf
arXiv
PDF
2008
Learning tag relevance by neighbor voting for social image retrieval  
X Li, C Snoek, M Worring
portal.acm.org
PDF
2008
Non-local scrambling: the equivalence of TAG and CCG revisited  
Julia Hockenmaier, Peter Young
Workshop on Tree Adjoining Grammars and Related Formalisms
PDF URL
2008
A Generative Model for Parsing Natural Language to Meaning Representations  
Wei Lu, Hwee Tou Ng, Wee Sun Lee, Luke S Zettlemoyer
Empirical Methods in Natural Language Processing
PDF URL
2008
A Spectral Algorithm for Learning Hidden Markov Models  
Daniel Hsu, Sham M Kakade, Tong Zhang
arXiv
PDF
2008
Automated flower classification over a large number of classes  
Maria-Elena Nilsback, Andrew Zisserman
Proceedings of the Indian Conference on Computer Vision, Graphics and Image Processing
PDF
2009
Hybrid System for Automatic Arabic Diacritization  
Mohsen A A Rashwan, Mohammad Al-Badrashiny, Mohammed Attia, Sherif M Abdou
journal
PDF URL
2009
Extracting Structured Information from User Queries with Semi-Supervised Conditional Random Fields - Microsoft Research  
Xiao Li, Ye-Yi Wang, Alex Acero
SIGIR
PDF URL
2009
Stochastic Gradient Descent Training for L1-regularized Log-linear Models with Cumulative Penalty  
Yoshimasa Tsuruoka, Jun'ichi Tsujii, Sophia Ananiadou
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF URL
2009
Language Acquisition and Learnability  
Martin Atkinson
book
PDF
2009
Down with Determinants!  
Sheldon Axler
journal
PDF URL
2009
Unsupervised Multilingual Grammar Induction  
Benjamin Snyder, Tahira Naseem, Regina Barzilay
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF URL
2009
Reinforcement Learning for Mapping Instructions to Actions  
S R K Branavan, Harr Chen, Luke S Zettlemoyer, Regina Barzilay
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF URL
2009
Similarity Metrics for Categorization: from Monolithic to Category Specific  
Boris Babenko, Steve Branson, Serge Belongie
International Conference on Computer Vision
PDF
2009
Object Categorization using Co-Occurrence, Location and Appearance  
C Galleguillos, A Rabinovich, Serge Belongie
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2009
Pattern Transfer: bridging the gap between theory and practice  
Nick Benton
journal
PDF URL
2009
The Necessity of Separating Control and Logic When Grounding Language using Neuroevolution  
Yonatan Bisk
University of Texas at Austin
PDF URL
2009
Reading Tea Leaves: How Humans Interpret Topic Models  
Jonathan Chang, Jordan Boyd-Graber, Sean Gerrish, Chong Wang, David M Blei
Advances in Neural Information Processing Systems
PDF
2009
Multilingual Topic Models for Unaligned Text  
Jordan Boyd-Graber, David M Blei
Uncertainty in Artificial Intelligence
PDF URL
2009
A Bayesian Model of Syntax-Directed Tree to String Grammar Induction  
Trevor Cohn, Phil Blunsom
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF
2009
Does Language Shape Thought?: Mandarin and English Speakers' Conceptions of Time  
Lera Boroditsky
Cognitive Psychology
PDF URL
2009
A survey of robot learning from demonstration  
Brenna D Argall, Sonia Chernova, Manuela Veloso, Brett Browning
Robotics and Autonomous Systems
URL
2009
Hierarchical Phrase-Based Translation with Weighted Finite State Transducers  
Gonzalo Iglesias, Adri{\`a} de Gispert, Eduardo R Banga, William Byrne
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
URL
2009
Context-Dependent Alignment Models for Statistical Machine Translation  
Jamie Brunning, Adri{\`a} de Gispert, William Byrne
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2009
Believers'estimates of God's beliefs are more egocentric than estimates of other people's beliefs  
Nicholas Epley, Benjamin A Converse, Alexa Delbosc, George A Monteleone, John T Cacioppo
Proceedings of the National Academy of Sciences
PDF URL
2009
Feasibility of Human-in-the-loop Minimum Error Rate Training  
Omar F Zaidan, Chris Callison-Burch
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF
2009
Topology and Data  
Gunnar Carlsson
American Mathematical Society
PDF URL
2009
Lexical Morphology in Machine Translation: a Feasibility Study  
Bruno Cartoni
European Chapter of the Association for Computational Linguistics
PDF URL
2009
Learning Bilingual Linguistic Reordering Model for Statistical Machine Translation  
Han-Bin Chen, Jian-Cheng Wu, Jason S Chang
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2009
Acquiring Translation Equivalences of Multiword Expressions by Normalized Correlation Frequencies  
Ming-Hong Bai, Jia-Ming You, Keh-Jiann Chen, Jason S Chang
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF
2009
Learning and Playing in Wubble World  
Wesley Kerr, Paul R Cohen, Yu-Han Chang
Artificial Intelligence and Interactive Digital Entertainment
PDF
2009
Unix for Poets  
Kenneth Ward Church
journal
PDF
2009
An empirical study of semi-supervised structured conditional models for dependency parsing  
J Suzuki, H Isozaki, Xavier Carreras, Michael Collins
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF URL
2009
Non-projective parsing for statistical machine translation  
Xavier Carreras, Michael Collins
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF URL
2009
Learning Context-Dependent Mappings from Sentences to Logical Form  
Luke S Zettlemoyer, Michael Collins
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF URL
2009
Comparing the Accuracy of CCG and Penn Treebank Parsers  
Stephen Clark, James Curran
Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
PDF URL
2009
Evaluating a Statistical CCG Parser on Wikipedia  
Matthew Honnibal, Joel Nothman, James Curran
Proceedings of the 2009 Workshop on The People's Web Meets NLP: Collaboratively Constructed Semantic Resources

2009
Markov random topic fields  
Hal Daum{\'e}III
Proceedings of the ACL-IJCNLP 2009 Conference Short Papers

2009
Unsupervised Part of Speech Tagging Without a Lexicon  
AR Teichert, Hal Daum{\'e}III
Advances in Neural Information Processing Systems
URL
2009
Non-Parametric Bayesian Areal Linguistics  
Hal Daum{\'e}III
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2009
Recognizing Actions by Shape-Motion Prototype Trees  
Zhe Lin, Zhuolin Jiang, Larry S Davis
International Conference on Computer Vision
PDF
2009
Speaking and Misspeaking  
Gary S Dell
journal
PDF URL
2009
Towards Automatic Image Region Annotation - Image Region Textual Coreference Resolution  
Emilia Apostolova, Dina Demner-Fushman
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2009
Deep Learning for Semantic Parsing  
Hoifung Poon, Pedro Domingos
Advances in Neural Information Processing Systems
PDF URL
2009
Unsupervised Semantic Parsing  
Hoifung Poon, Pedro Domingos
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF
2009
Without a 'doubt'? Unsupervised discovery of downward-entrailing operators  
Cristian Danescu-Niculescu-Mizil, Lillian Lee, Richard Ducott
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2009
Using a maximum entropy model to build segmentation lattices for MT  
Chris Dyer
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2009
Intersecting multilingual data for faster and better statistical translations  
Yu Chen, Martin Kay, Andreas Eisele
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2009
Graphical Models over Multiple Strings  
Markus Dreyer, Jason Eisner
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF URL
2009
First- and Second-Order Expectation Semirings with Applications to Minimum-Risk Training on Translation Forests  
Zhifei Li, Jason Eisner
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF URL
2009
Learning Linear Ordering Problems for Better Translation  
Roy Tromble, Jason Eisner
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF URL
2009
EM Works for Pronoun Anaphora Resolution  
Eugene Charniak, Micha Elsner
European Chapter of the Association for Computational Linguistics
PDF URL
2009
A Latent Model of Discriminative Aspect  
Ali Farhadi, M Tabrizi, Ian Endres
International Conference on Computer Vision
PDF
2009
Algorithms  
Jeff Erickson
Algorithms
PDF URL
2009
Supporting inferences in semantic space: representing words as regions  
Katrin Erk
Proceedings of the 8th International Conference on Computational Semantics
PDF URL
2009
Towards Total Scene Understanding: Classification, Annotation and Segmentation in an Automatic Framework  
Li-Jia Li, Richard Socher, Li Fei-Fei
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2009
Speech errors reflect the phonotactic constraints in recently spoken syllables, but not in recently heard syllables  
Jill A Warker, Ye Xu, Gary S Dell, Cynthia Fisher
Cognition
PDF
2009
Learning Query-dependent Prefilters for Scalable Image Retrieval  
L Torresani, M Szummer, A Fitzgibbon
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2009
N-gram-based Statistical Machine Translation versus Syntax Augmented Machine Translation: comparison and system combination  
Maxim Khalilov, Jos{\'e}AR Fonollosa
European Chapter of the Association for Computational Linguistics
PDF
2009
Building text features for object image classification  
G Wang, D Hoiem, D Forsyth
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2009
Describing objects by their attributes  
Ali Farhadi, Ian Endres, Derek Hoiem, D Forsyth
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2009
Names and Faces in the News  
Tamara L Berg, Alexander C Berg, Jaety Edwards, Michael Maire, Ryan White, Yee-Whye Teh, Erik Learned-Miller, David Forsyth
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2009
Discriminative models for multi-class object layout  
Chaitanya Desai, Deva Ramanan, Charless Fowlkes
International Conference on Computer Vision
PDF URL
2009
Segmenting Scenes by Matching Image Composites  
Bryan C Russell, Alexei A Efros, Josef Sivic, William T Freeman
Advances in Neural Information Processing Systems
PDF
2009
An HMM Approach to Vowel Restoration in Arabic and Hebrew  
Ya'akov Gal
Proceedings of the ACL-02 workshop on Computational approaches to semitic languages
PDF URL
2009
SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent  
A Bordes, L{\'e}on Bottou, P Gallinari
The Journal of Machine Learning Research
PDF URL
2009
On Maximum a Posteriori Estimation of Hidden Markov Processes  
Armen Allahverdyan, Aram Galstyan
arXiv
PDF
2009
The Structure Grounding Problem  
Michael Gasser
Fifteenth Annual Conference of the Cognitive Science Society
PDF URL
2009
Semitic Morphological Analysis and Generation Using Finite State Transducers with Feature Structures  
Michael Gasser
European Chapter of the Association for Computational Linguistics
PDF
2009
Investigations on word senses and word usages  
Katrin Erk, D McCarthy, Nicholas Gaylord
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF
2009
On Continuity and the Emergence of Functional Categories in Bilingual First-Language Acquisition  
Johanne Paradis, Fred Genesee
Language Acquisition
PDF URL
2009
The infinite HMM for unsupervised PoS tagging  
Jurgen Van Gael, Andreas Vlachos, Zoubin Ghahramani
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF URL
2009
Bayesian Learning of a Tree Substitution Grammar  
Matt Post, Daniel Gildea
Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
PDF URL
2009
Cross-Cultural Analysis of Blogs and Forums with Mixed-Collection Topic Models  
Michael Paul, Roxana Girju
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF
2009
Improving nonparameteric Bayesian inference: experiments on unsupervised word segmentation with adaptor grammars  
Mark Johnson, Sharon Goldwater
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2009
Fragment Grammars: Exploring Computation and Reuse in Language  
Timothy J O'Donnell, Joshua B Tenenbaum, Noah Goodman
MIT Computer Science and Artificial Intelligence Laboratory Technical Report Series
PDF URL
2009
Learning from Multiple Partially Observed Views --an Application to Multilingual Text Categorization  
M Amini, N Usunier, C Goutte
Advances in Neural Information Processing Systems
PDF URL
2009
Posterior vs. Parameter Sparsity in Latent Variable Models  
Kuzman Ganchev, Ben Taskar, Fernando Pereira, Jo{\~a}o V Graca
Advances in Neural Information Processing Systems
PDF URL
2009
Differential Use of Implicit Negative Evidence in Generative and Discriminative Language Learning  
A Hsu, Thomas L Griffiths
Advances in Neural Information Processing Systems

2009
Indian Buffet Processes with Power-law Behavior  
Yee-Whye Teh, D G{\"o}r{\"u}r
Advances in Neural Information Processing Systems
PDF URL
2009
Sequential Processing of Lexical, Grammatical, and Phonological Information Within Broca's Area  
Ned Sahin, Steven Pinker, Sydney Cash, Donald Schomer, Eric Halgren
Science
PDF URL
2009
Gibbs Sampling for the Uninitiated  
Philip Resnik, Eric Hardisty
preprint
PDF
2009
Learning To Detect Unseen Object Classes by Between-Class Attribute Transfer  
Christoph Lampert, Hannes Nickisch, Stefan Harmeling
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2009
Self-training PCFG grammars with latent annotations across languages  
Zhongqiang Huang, Mary Harper
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF
2009
Deep Belief Networks for phone recognition  
A Mohamed, G Dahl, Geoffrey Hinton
Advances in Neural Information Processing Systems
PDF URL
2009
Implicit Elastic Matching with Random Projections for Pose-Variant Face Recognition  
John Wright, Gang Hua
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2009
The Dawn of Statistical ASR and MT  
F Jelinek
Computational Linguistics
PDF
2009
Learning Structural SVMs with Latent Variables  
Chun-Nam John Yu, Thorsten Joachims
International conference on Machine learning
PDF URL
2009
A Note on the Implementation of Hierarchical Dirichlet Processes  
Phil Blunsom, Trevor Cohn, Sharon Goldwater, Mark Johnson
Association for Computational Linguistics
PDF URL
2009
Inference for PCFGs and Adaptor Grammars  
Mark Johnson
Advances in Neural Information Processing Systems
PDF URL
2009
A Bayesian framework for word segmentation: Exploring the effects of context  
Sharon Goldwater, Thomas L Griffiths, Mark Johnson
Cognition
PDF URL
2009
Grammars and Topic Models  
Mark Johnson
Advances in Neural Information Processing Systems
PDF URL
2009
On surrogate loss functions and f-divergences  
XuanLong Nguyen, Martin J Wainwright, Michael I Jordan
The Annals of Statistics
PDF
2009
Universal Blind Quantum Computation  
Anee Broadbent, Joseph Fitzsimons, Elham Kashefi
arXiv
PDF URL
2009
Graph-based Learning for Statistical Machine Translation  
Andrei Alexandrescu, Katrin Kirchhoff
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2009
Learning with Annotation Noise  
Eyal Beigman, Beata Beigman Klebanov
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF URL
2009
Online EM for Unsupervised Models  
Percy Liang, Dan Klein
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2009
Probabilistic Grammars and Hierarchical Dirichlet Processes  
Percy Liang, Michael I Jordan, Dan Klein
The Oxford Handbook of Applied Bayesian Analysis
PDF
2009
K-Best A Parsing  
Adam Pauls, Dan Klein
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF URL
2009
Learning Semantic Correspondences with Less Supervision  
Percy Liang, Michael I Jordan, Dan Klein
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF URL
2009
Synchronous Tree Adjoining Machine Translation  
Steve DeNeefe, Kevin Knight
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF URL
2009
Bayesian Inference with Tears  
Kevin Knight
book
PDF
2009
Minimized Models for Unsupervised Part-of-Speech Tagging  
S Ravi, Kevin Knight
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF
2009
Error Monitoring in Speech Production: A Computational Test of the Perceptual Loop Theory  
Robert J Hartsuiker, Herman H J Kolk
Cognitive Psychology
PDF
2009
Decomposing a Scene into Geometric and Semantically Consistent Regions  
Stephen Gould, Richard Fulton, Daphne Koller
International Conference on Computer Vision
PDF URL
2009
Region-based Segmentation and Object Detection  
Stephen Gould, T Gao, Daphne Koller
Advances in Neural Information Processing Systems
PDF URL
2009
Dependency Trees and the Strong Generative Capacity of CCG  
Alexander Koller, Marco Kuhlmann
Proceedings of the 12th Conference of the European Chapter of the ACL (EACL 2009)
PDF URL
2009
Sinkhorn solves Sudoku  
Todd K Moon, Jacob H Gunther, Joseph J Kupin
Information Theory
PDF
2009
I-Bug: An intensity-based bug algorithm  
Kamilah Taylor, Steven M. LaValle
IEEE International Conference on Robotics and Automation
PDF
2009
Discriminative Machine Learning with Structure  
S Lacoste-Julien
University of California, Berkeley
PDF URL
2009
Cube Pruning as Heuristic Search  
Mark Hopkins, Greg Langmead
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF
2009
Learning drivers for TORCS through imitation using supervised methods  
L Cardamone, D Loiacono, PL Lanzi
journal
PDF URL
2009
Unsupervised Learning and Grammar Induction  
Alexander Clark, Shalom Lappin
Computational Linguistics and Natural Language Processing Handbook
PDF
2009
The myth of language universals: Language diversity and its importance for cognitive science  
Nicholas Evans, Stephen C Levinson
Behavioral and Brain Sciences
PDF
2009
Bilingually-constrained (monolingual) shift-reduce parsing  
Liang Huang, Wenbin Jiang, Qun Liu
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF URL
2009
Translation as Weighted Deduction  
Adam Lopez
European Chapter of the Association for Computational Linguistics
PDF
2009
Markov Logic: An Interface Layer for Artificial Intelligence  
Pedro Domingos, Daniel Lowd
book
PDF
2009
Polya Urn Models  
Hosam M Mahmoud
book
PDF URL
2009
Context by Region Ancestry  
Joseph J Lim, Pablo Arbelaez, Chunhui Gu, Jitendra Malik
International Conference on Computer Vision
PDF URL
2009
Poselets: Body Part Detectors Trained Using 3D Human Pose Annotations  
Lubomir Bourdev, Jitendra Malik
International Conference on Computer Vision
PDF
2009
Recognition using Regions  
Chunhui Gu, Joseph J Lim, Pablo Arbela ez, Jitendra Malik
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2009
Object Detection using a Max-Margin Hough Transform  
Subhransu Maji, Jitendra Malik
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2009
Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora  
Daniel Ramage, David Hall, Ramesh Nallapati, Christopher D Manning
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF
2009
Joint parsing and named entity recognition  
JR Finkel, Christopher D Manning
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2009
More overregularizations after all: new data and discussion on Marcus, Pinker, Ullman, Hollander, Rosen \\& Xu  
Michael Maratsos
Child Language
PDF
2009
Geometric min-hashing: Finding a (thick) needle in a haystack  
O Chum, M Perdoch, J Matas
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2009
Polylingual Topic Models  
David Mimno, Hanna M Wallach, Jason Naradowsky, David A Smith, Andrew McCallum
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF URL
2009
Rethinking LDA: Why Priors Matter  
Hanna M Wallach, David Mimno, Andrew McCallum
Advances in Neural Information Processing Systems
PDF
2009
Semi-supervised Learning of Dependency Parsers using Generalized Expectation Criteria  
Gregory Druck, Gideon Mann, Andrew McCallum
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF
2009
Improving Unsupervised Dependency Parsing with Richer Contexts and Smoothing  
William P Headden III, Mark Johnson, David McClosky
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2009
Dependency parsing  
Sandra Kubler, Joakim Nivre, Ryan McDonald
book
PDF
2009
It's Not You, it's Me: Detecting Flirting and its Misperception in Speed-Dates  
R Ranganath, Daniel Jurafsky, D McFarland
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF URL
2009
Perceptual and memory constraints on language acquisition  
Ansgar D Endress, Marina Nespor, Jacques Mehler
Cell
PDF
2009
The Biology of Paternal Care in Human and Nonhuman Primates  
Eduardo Fernandez-Duque, Claudia R Valeggia, Sally P Mendoza
Annual Review of Anthropology
PDF
2009
Language Loss in Bilingual Chicano Children  
Barbara J Merino
Journal of Applied Developmental Psychology
PDF
2009
Learning with structured sparsity  
J Huang, T Zhang, D Metaxas
International conference on Machine learning
PDF
2009
Evolving neural networks for strategic decision-making problems  
N Kohl, Risto Miikkulainen
Neural Networks
PDF URL
2009
Evaluation Methods for Topic Models  
Hanna M Wallach, Iain Murray, Ruslan Salakhutdinov, David Mimno
International conference on Machine learning
PDF
2009
Zero-Shot Learning with Semantic Output Codes  
M Palatucci, D Pomerleau, Geoffrey Hinton, Tom M Mitchell
Advances in Neural Information Processing Systems
PDF
2009
Using Closed Captions to Train Activity Recognizers that Improve Video Retrieval  
Sonal Gupta, Raymond Mooney
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2009
Spherical Topic Models  
Joseph Reisinger, A Waters, B Silverthorn, Raymond Mooney
Advances in Neural Information Processing Systems

2009
On-line expectation-maximization algorithm for latent data models  
Olivier Capp{\'e}, Eric Moulines
Journal of the Royal Statistical Society: Series B (Statistical Methodology)
PDF
2009
Estimating Natural Illumination from a Single Outdoor Image  
JF Lalonde, Alexei A Efros, SG Narasimhan
International Conference on Computer Vision
PDF URL
2009
Attribute and Simile Classifiers for Face Verification  
Neeraj Kumar, Alexander C Berg, Peter N Belhumeur, Shree K Nayar
International Conference on Computer Vision
PDF URL
2009
Predicting the fluency of text with shallow structural features: case studies of machine translation and human-written text  
Jieun Chae, Ani Nenkova
European Chapter of the Association for Computational Linguistics
PDF URL
2009
Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models  
Arne Mauser, Sasa Hasan, Hermann Ney
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF
2009
Depth Estimation using Monocular and Stereo Cues  
Ashutosh Saxena, Jamie Schulte, Andrew Y Ng
Twenty-Second International Joint Conferences on Artificial Intelligence
PDF URL
2009
Make3D: Learning 3D Scene Structure from a Single Still Image  
Ashutosh Saxena, Andrew Y Ng
IEEE Transactions on Pattern Analysis and Machine Intelligence
PDF URL
2009
Interpreting Written How-To Instructions  
Tessa Lau, Clemens Drews, Jeffrey Nichols
Twenty-Second International Joint Conferences on Artificial Intelligence
PDF
2009
Cooperation, Conflict and the Evolution of Communication  
Jason Noble
Adaptive Behavior
PDF
2009
Artificial Intelligence: A Modern Approach - 3rd Ed  
Stuart J Russell, Peter Norvig
book
URL
2009
The Comprehensive LATEX Symbol List  
Scott Pakin
preprint
PDF
2009
How well does active learning actually work?: Time-based evaluation of cost-reduction strategies for language documentation  
Jason Baldridge, Alexis Palmer
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF URL
2009
Accelerated Gradient Methods for Stochastic Optimization and Online Learning  
Chonghai Hu, James T Kwok, Weike Pan
Advances in Neural Information Processing Systems
PDF URL
2009
Latent Variable Models of Concept-Attribute Attachment  
Joseph Reisinger, Marius Pasca
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF URL
2009
Causal inference in statistics: An overview  
Judea Pearl
Statistics Surveys
PDF
2009
Generative and Discriminative Latent Variable Grammars  
Slav Petrov
The Generative and Discriminative Workshop at NIPS
PDF URL
2009
Coarse-to-Fine Natural Language Processing  
Slav Petrov
Coarse-to-Fine Natural Language Processing
PDF URL
2009
Dirichlet Process Mixtures of Generalized Linear Models  
Lauren A Hannah, David M Blei, Warren B Powell
arXiv
PDF URL
2009
Joint and Implicit Registration for Face Recognition  
Peng Li, Simon J D Prince
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2009
Object detection with discriminatively trained part based models  
Pedro F Felzenszwalb, RB Girshick, David McAllester, Deva Ramanan
IEEE Transactions on Pattern Analysis and Machine Intelligence
PDF
2009
Automatic selection of high quality parses created by a fully unsupervised parser  
Roi Reichart, Ari Rappoport
Conference on Computational Natural Language Learning
PDF URL
2009
Translation and Extension of Concepts Across Languages  
Dmitry Davidov, Ari Rappoport
European Chapter of the Association for Computational Linguistics
PDF URL
2009
Word length and landing position effects during reading in children and adults  
Holly S.S.L. Joseph, Simon P. Liversedge, Hazel I. Blythe, Sarah J. White, Keith Rayner
Vision Research
PDF URL
2009
Restrictions on biological adaptation in language evolution  
N Chater, F Reali
Proceedings of the National Academy of Sciences
PDF
2009
Quasi-Periodic Event Analysis for Social Game Retrieval  
Ping Wang, Gregory D Abowd, James M Rehg
International Conference on Computer Vision
PDF
2009
More than words: syntactic packaging and implicit sentiment  
S Greene, Philip Resnik
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2009
Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-Art  
Veselin Stoyanov, Nathan Gilbert, Claire Cardie, Ellen Riloff
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF
2009
Learning multi-linear representations of distributions for efficient inference  
Dan Roth, Rajhans Samdani
Machine learning
PDF
2009
A Unified Representation and Inference Paradigm for Natural Language Processing  
Dan Roth, M Sammons
journal
PDF
2009
Arabic diacritic restoration approach based on maximum entropy models  
I Zitouni, R Sarikaya
Computer speech \\& language
PDF URL
2009
Active Learning for Statistical Phrase-based Machine Translation  
Gholamreza Haffari, Maxim Roy, Anoop Sarkar
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2009
Learning a dense multi-view representation for detection, viewpoint classification and synthesis of object categories  
H Su, M Sun, Li Fei-Fei, S Savarese
International Conference on Computer Vision
PDF
2009
Introduction to Information Retrieval  
Christopher D Manning, Prabhakar Raghavan, Hinrich Schutze
book
PDF
2009
Reconstructing Indian population history  
David Reich, Kumarasamy Thangaraj, Nick Patterson, Alkes L Price, Lalji Singh
Nature
PDF URL
2009
Feature-Rich Translation by Quasi-Synchronous Lattice Parsing  
Kevin Gimpel, Noah A Smith
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF URL
2009
Predicting Response to Political Blog Posts with Topic Models  
Tae Yano, William W Cohen, Noah A Smith
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2009
Variational Inference for Grammar Induction with Prior Knowledge  
Shay B Cohen, Noah A Smith
Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
PDF URL
2009
Shared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar Induction  
Shay B Cohen, Noah A Smith
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
URL
2009
Semi-Supervised Training for the Averaged Perceptron POS Tagger  
Drahom{\'\\i}ra "johanka" Spoustov{\'a}, Jan Haji{\v c}, Jan Raab, Miroslav Spousta
Proceedings of the 12th Conference of the European Chapter of the ACL (EACL 2009)
PDF URL
2009
Writing Systems, Transliteration and Decipherment  
Kevin Livingston, Richard Sproat
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2009
Unbounded Dependency Recovery for Parser Evaluation  
Laura Rimell, Stephen Clark, Mark Steedman
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF
2009
An Empirical Analysis of Value Function-Based and Policy Search Reinforcement Learning  
Shivaram Kalyanakrishnan, Peter Stone
Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems

2009
Linear Discriminant and Support Vector Classifiers  
Isabelle Guyon, David G Stork
journal
PDF URL
2009
Extracting World and Linguistic Knowledge from Wikipedia  
Simone Paolo Ponzetto, Michael Strube
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2009
Contributions of infant word learning to language development  
Daniel Swingley
Philosophical Transactions of the Royal Society B: Biological Sciences
PDF URL
2009
Computer Vision: Algorithms and Applications  
Richard Szeliski
arXiv
PDF
2009
Dependency grammar induction via bitext projection constraints  
Kuzman Ganchev, Jennifer Gillenwater, Ben Taskar
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF URL
2009
Posterior Regularization for Structured Latent Variable Models  
Kuzman Ganchev, Jo{\~a}o V Graca, Jennifer Gillenwater, Ben Taskar
The Journal of Machine Learning Research
PDF URL
2009
On Smoothing and Inference for Topic Models  
Arthur Asuncion, Max Welling, Padhraic Smyth, Yee-Whye Teh
Uncertainty in Artificial Intelligence
PDF URL
2009
Hierarchical Dirichlet Trees for Information Retrieval  
Gholamreza Haffari, Yee-Whye Teh
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2009
Hierarchical Topic Models and the Nested Chinese Restaurant Process  
David M Blei, Thomas L Griffiths, Michael I Jordan, Joshua B Tenenbaum
Advances in Neural Information Processing Systems
PDF URL
2009
Variational Bayesian analysis for hidden Markov models  
C McGrory, D Titterington
Australian \\& New Zealand {\ldots}
PDF URL
2009
Nonparametric Scene Parsing: Label Transfer via Dense Scene Alignment  
Ce Liu, Jenny Yuen, Antonio Torralba
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2009
Unsupervised Detection of Regions of Interest Using Iterative Link Analysis  
G Kim, Antonio Torralba
Advances in Neural Information Processing Systems
PDF URL
2009
Unsupervised Morphological Segmentation with Log-Linear Models  
Hoifung Poon, Colin Cherry, Kristina Toutanova
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2009
Latent Variable Perceptron Algorithm for Structured Classification  
Xu Sun, Takuya Matsuzaki, Daisuke Okanohara, Jun'ichi Tsujii
International Joint Conferences on Artificial Intelligence
PDF URL
2009
Unsupervised Constraint Driven Learning For Transliteration Discovery  
Ming-Wei Chang, Dan Goldwasser, Dan Roth, Yuancheng Tu
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2009
Bayesian Unsupervised Word Segmentation with Nested Pitman-Yor Language Modeling  
Daichi Mochihashi, Takeshi Yamada, Naonori Ueda
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF
2009
The Mondrian process  
Deb Roy, Yee-Whye Teh, G Unit
Advances in Neural Information Processing Systems
PDF
2009
Conferences vs Journals in Computing Research  
Moshe Vardi
CACM
URL
2009
Structured Topic Models: Jointly Modeling Words and Their Accompanying Modalities  
Xuerui Wang
University of Massachusetts Amherst
PDF URL
2009
11,001 New Features for Statistical Machine Translation  
David Chiang, Kevin Livingston, Wei Wang
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2009
Learning words'sounds before learning how words sound: 9-Month-olds use distinct objects as cues to categorize speech information  
H Henny Yeung, Janet F Werker
Cognition
PDF
2009
Curriculum Learning  
Yoshua Bengio, J{\'e}r{\^o}me Louradour, Ronan Collobert, Jason Weston
International conference on Machine learning
PDF
2009
What Science Underlies Natural Language Engineering?  
Shuly Wintner
Computational Linguistics
PDF URL
2009
Lightly Supervised Transliteration for Machine Translation  
Amit Kirschenbaum, Shuly Wintner
European Chapter of the Association for Computational Linguistics
PDF URL
2009
Robust principal component analysis?  
E Candes, X Li, Y Ma, John Wright
Arxiv preprint math
PDF URL
2009
Concise Integer Linear Programming Formulations for Dependency Parsing  
Andr{\'e}F T Martins, Noah A Smith, Eric P Xing
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
PDF
2009
Polyhedral outer approximations with application to natural language parsing  
AFT Martins, NA Smith, EP Xing
International conference on Machine learning
PDF
2009
Combinatorics: The Rota Way  
Joseph PS Kung, Gian-Carlo Rota, Catherine H Yan
book
URL
2009
Lattice Parsing to Integrate Speech Recognition and Rule-Based Machine Translation  
Sel{\c c}uk K{\"o}pr{\"u}, Adnan Yazıcı
European Chapter of the Association for Computational Linguistics
PDF
2009
Cutting-Plane Training of Structural SVMs  
Thorsten Joachims, Thomas Finley, Chun-Nam John Yu
Machine learning
PDF URL
2009
Company-Oriented Extractive Summarization of Financial News  
Katja Filippova, Mihai Surdeanu, Massimiliano Ciaramita, Hugo Zaragoza
European Chapter of the Association for Computational Linguistics
PDF URL
2009
Learning Nonlinear Dynamic Models  
John Langford, Ruslan Salakhutdinov, Tong Zhang
arXiv
PDF URL
2009
Discriminative Corpus Weight Estimation for Machine Translation  
Spyros Matsoukas, Antti-Veikko I Rosti, Bing Zhang
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
PDF
2009
Latent Dirichlet Allocation with topic-in-set knowledge  
D Andrzejewski, Xiaojin Zhu
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2009
A hybrid approach for building Arabic diacritizer  
K Shaalan, HM Abo Bakr, I Ziedan
Proceedings of the EACL 2009 Workshop on Computational Approaches to Semitic Languages
PDF URL
2009
Campbell's monkeys concatenate vocalizations into context-specific call sequences  
Karim Ouattara, Alban Lemasson, Klaus Zuberbu hler
Proceedings of the National Academy of Sciences
PDF URL
2010
Uptraining for Accurate Deterministic Question Parsing  
Slav Petrov, Pi-Chuan Chang, Michael Ringgaard, Hiyan Alshawi
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
PDF
2010
Identifying patterns for unsupervised grammar induction  
Jesus Santamaria, Lourdes Araujo
Conference on Computational Natural Language Learning
PDF URL
2010
Approximate Mean Field for Dirichlet-Based Models  
Arthur Asuncion
International conference on Machine learning
PDF
2010
Minimized models and grammar-informed initialization for supertagging with highly ambiguous lexicons  
Jason Baldridge
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
PDF URL
2010
Bayesian Reasoning and Machine Learning  
David Barber
phdthesis
PDF URL
2010
Simple Type-Level Unsupervised POS Tagging  
Yoong Keok Lee, Aria Haghighi, Regina Barzilay
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
PDF
2010
The interaction between acoustic salience and language experience in developmental speech perception: evidence from nasal place discrimination  
Chandan R Narayan, Janet F Werker, Patrice Speeter Beddor
Developmental Science
PDF URL
2010
Some Empirical Evidence for Annotation Noise in a Benchmarked Dataset  
Beata Beigman Klebanov, Eyal Beigman
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2010
Word Representations: A Simple and General Method for Semi-Supervised Learning  
Joseph Turian, Lev-Arie Ratinov, Yoshua Bengio
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
PDF
2010
Statistical Learning from a Regression Perspective  
Richard A Berk
book
PDF URL
2010
Convex Optimization Theory: Condenced  
Dimitri P Bertsekas
book
PDF URL
2010
SVD and Clustering for Unsupervised POS Tagging  
Micahel Lamar, Yaniv Maron, Mark Johnson, Elie Bienenstock
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
PDF URL
2010
Sphere Embedding: An Application to Part-of-Speech Induction  
Yaniv Maron, Micahel Lamar, Elie Bienenstock
Advances in Neural Information Processing Systems
PDF URL
2010
Normal-form parsing for Combinatory Categorial Grammars with generalized composition and type-raising  
Julia Hockenmaier, Yonatan Bisk
Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010)
PDF URL
2010
Blocked Inference in Bayesian Tree Substitution Grammars  
Trevor Cohn, Phil Blunsom
ACL Short
PDF URL
2010
Crowdsourcing HRI Through Online Multiplayer Games  
Sonia Chernova, Jeff Orkin, Cynthia Breazeal
Dialog with Robots: Papers from the AAAI Fall Symposium
PDF
2010
What a parser can learn from a semantic role labeler and vice versa  
Stephen A Boxwell, Dennis N Mehay, Chris Brew
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
PDF URL
2010
Learning to overtake in TORCS using simple reinforcement learning  
D Loiacono, A Prete, P. L Lanzi, L Cardamone
journal
PDF URL
2010
Integrating Out Multinomial Parameters in Latent Dirichlet Allocation and Naive Bayes for Collapsed Gibbs Sampling  
Bob Carpenter
book
URL
2010
Online Learning for Interactive Statistical Machine Translation  
Daniel Ortiz-Mart{\'\\i}nez, Ismael Garc{\'\\i}a-Varea, Francisco Casacuberta
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2010
Theory of Point Estimation  
EL Lehmann, George Casella
book
URL
2010
First Divorce Rate, 2010  
US Census
ncfmr Family Profiles
PDF
2010
Not-So-Latent Dirichlet Allocation: Collapsed Gibbs Sampling Using Human Judgments  
Jonathan Chang
North American Chapter of the Association for Computational Linguistics Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk
PDF
2010
Stories of Your Life and Others  
Ted Chiang
book
PDF
2010
Computational Visual Attention Systems and Their Cognitive Foundations: A Survey  
Simone Frintrop, Erich Rome, Henrik I. Christensen
ACM Trans. Appl. Percept.
PDF URL
2010
Learning grammatical categories from distributional cues: Flexible frames for language acquisition  
Michelle C St Clair, Padraic Monaghan, Morten H Christiansen
Cognition
PDF URL
2010
Faster Parsing by Supertagger Adaptation  
Jonathan K. Kummerfeld, Jessika Roesner, Tim Dawborn, James Haggerty, James Curran, Stephen Clark
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
PDF URL
2010
Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing  
Phil Blunsom, Trevor Cohn
Proceedings of the 2010 Conference on Empirical Methods of Natural Language Processing
PDF URL
2010
Inducing Synchronous Grammars with Slice Sampling  
Phil Blunsom, Trevor Cohn
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2010
The gestural origins of language  
Michael C Corballis
Wiley Interdisciplinary Reviews: Cognitive Science
PDF
2010
Are Your Participants Gaming the System? Screening Mechanical Turk Workers  
JS Downs, MB Holbrook, S Sheng, LF Cranor
Computer Human Interaction
PDF
2010
Seventeen-month-olds appeal to false beliefs to interpret others'referential communication  
Victoria Southgate, Coralie Chevallier, Gergely Csibra
Developmental Science
PDF
2010
More individual differences in language attainment: How much do adult native speakers of English know about passives and quantifiers?  
JA Street, E Dabrowska
Lingua

2010
Extracting Multilingual Topics from Unaligned Comparable Corpora  
J Jagarlamudi, Hal Daum{\'e}III
ECIR
PDF URL
2010
Global and local fMRI signals driven by neurons defined optogenetically by type and wiring  
Jin Hyung Lee, Remy Durand, Viviana Gradinaru, Feng Zhang, Inbal Goshen, Dae-Shik Kim, Lief E Fenno, Charu Ramakrishnan, Karl Deisseroth
Nature
PDF
2010
The Benefits of Multilingualism  
J Diamond
Science
PDF URL
2010
Unsupervised Modeling of Twitter Conversations  
Alan Ritter, Colin Cherry, Bill Dolan
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2010
Unsupervised ontology induction from text  
Hoifung Poon, Pedro Domingos
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
PDF URL
2010
A Non-Parametric Model for the Discovery of Inflectional Paradigms from Plain Text using Graphical Models over Strings  
Markus Dreyer
Johns Hopkins University
PDF
2010
Data-Intensive Text Processing with MapReduce  
Jimmy Lin, Chris Dyer
book
PDF URL
2010
Easy First Dependency Parsing of Modern Hebrew  
Yoav Goldberg, Michael Elhadad
North American Chapter of the Association for Computational Linguistics HLT 2010 First Workshop on Statistical Parsing of Morphologically-Rich Languages
PDF
2010
An efficient algorithm for easy-first non-directional dependency parsing  
Yoav Goldberg, Michael Elhadad
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2010
Simple Unsupervised Identification of Low-level Constituents  
Elias Ponvert, Jason Baldridge, Katrin Erk
Proceedings of the Fourth International Conference on Semantic Computing
PDF URL
2010
What is an object ?  
Bogdan Alexe, Thomas Deselaers, Vittorio Ferrari
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2010
Sources of Overlap Between Language Typology, Parent-Toddler Interaction Style, and Input Informativeness for Tense Marking  
Colleen Fitzgerald
University of Illinois at Urbana-Champaign
PDF
2010
Introductory Real Analysis  
A N Kolmogorov, S V Fomin
book
PDF
2010
Integrated knowledge of agreement in early and late English--Spanish bilinguals  
Rebecca Foote
Applied Psycholinguistics
PDF URL
2010
Every Picture Tells a Story: Generating Sentences from Images  
Ali Farhadi, M Hejrati, M Sadeghi, Peter Young, Cyrus Rashtchian, Julia Hockenmaier, David Forsyth
European Conference on Computer Vision
PDF URL
2010
``cba to check the spelling'': Investigating Parser Performance on Discussion Forum Posts  
Jennifer Foster
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
URL
2010
A tutorial on stochastic approximation algorithms for training Restricted Boltzmann Machines and Deep Belief Nets  
Kevin Swersky, Bo Chen, Ben Marlin, Nando de Freitas
Information Theory and Applications Workshop
PDF
2010
Probabilistic Graphical Models  
Daphne Koller, Nir Friedman
book
PDF
2010
A Tutorial on Correlation Coefficients  
E Garcia
book
PDF
2010
Handling Unknown Words in Statistical Latent-Variable Parsing Models for Arabic, English and French  
Mohammed Attia, Jennifer Foster, Deirdre Hogan, Joseph Le Roux, Lamia Tounsi, Josef van Genabith
North American Chapter of the Association for Computational Linguistics HLT 2010 First Workshop on Statistical Parsing of Morphologically-Rich Languages
PDF URL
2010
The Dirichlet process, related priors and posterior asymptotics  
Subhashis Ghosal
Bayesian Nonparametrics
PDF URL
2010
A Wandering Mind Is an Unhappy Mind  
Matthew Killingsworth, Daniel Gilbert
Science
PDF
2010
Learning Efficiently with Approximate Inference via Dual Losses  
Ofer Meshi, David Sontag, Tommi S Jaakkola, Amir Globerson
International conference on Machine learning
PDF URL
2010
Inducing Probabilistic CCG Grammars from Logical Form with Higher-Order Unification  
Tom Kwiatkowski, Luke S Zettlemoyer, Sharon Goldwater
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
PDF
2010
Inducing Tree-Substitution Grammars  
Trevor Cohn, Phil Blunsom, Sharon Goldwater
The Journal of Machine Learning Research
PDF
2010
Reading Between The Lines: Object Localization Using Implicit Cues from Image Tags  
SJ Hwang, K Grauman
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2010
Introduction to the Dirichlet Distribution and Related Processes  
Bela A Frigyik, Amol Kapila, Maya R Gupta
ee.washington.edu
PDF
2010
Introduction to Arabic Natural Language Processing  
Nizar Y Habash
book
PDF URL
2010
Using Contextual Representations to Efficiently Learn Context-Free Languages  
Alexander Clark, R{\'e}mi Eyraud, Amaury Habrard
The Journal of Machine Learning Research
PDF
2010
Lecture Notes on Graph Theory  
Tero Harju
book
PDF URL
2010
False-belief understanding in infants  
Ren{\'e}e Baillargeon, Rose M Scott, Zijing He
Cell
PDF
2010
Collecting Image Annotations Using Amazon's Mechanical Turk  
Cyrus Rashtchian, Peter Young, Micah Hodosh, Julia Hockenmaier
North American Chapter of the Association for Computational Linguistics Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk

2010
Improvements in unsupervised co-occurrence based parsing  
Christian H{\"a}nig
Conference on Computational Natural Language Learning
PDF
2010
Demographics of mechanical turk  
Panagiotis G Ipeirotis
NYU Working Paper
PDF
2010
On dual decomposition and linear programming relaxations for natural language processing  
Alexander M Rush, David Sontag, Michael Collins, Tommi S Jaakkola
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
PDF URL
2010
Redundancy and reduction: Speakers manage syntactic information density  
T Florian Jaeger
Cognitive Psychology
PDF
2010
Algorithms for large-scale convex optimization  
Lieven Vandenberghe, Tobias Lindstr{\o}m Jensen
DTU
PDF
2010
Using universal linguistic knowledge to guide grammar induction  
Tahira Naseem, Harr Chen, Regina Barzilay, Mark Johnson
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
PDF URL
2010
Automatic Domain Adaptation for Parsing  
David McClosky, Eugene Charniak, Mark Johnson
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2010
PCFGs, topic models, adaptor grammars and learning topical collocations and the structure of proper names  
Mark Johnson
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
PDF URL
2010
The Nested Chinese Restaurant Process and Bayesian Nonparametric Inference of Topic Hierarchies  
David M Blei, Thomas L Griffiths, Michael I Jordan
Journal of the ACM
PDF
2010
Bayesian Nonparametric Learning: Expressive Priors for Intelligent Systems  
Michael I Jordan
Heuristics, Probability and Causality: A Tribute to Judea Pearl
PDF
2010
A Variational Principle for Graphical Models  
Martin J Wainwright, Michael I Jordan
book
PDF
2010
From Baby Steps to Leapfrog: How ``Less is More''in Unsupervised Dependency Parsing  
Valentin I Spitkovsky, Hiyan Alshawi, Daniel Jurafsky
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2010
Learning to Follow Navigational Directions  
Adam Vogel, Daniel Jurafsky
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
PDF URL
2010
Dense point trajectories by GPU-accelerated large displacement optical flow  
Narayanan Sundaram, Thomas Brox, Kurt Keutzer
European Conference on Computer Vision
PDF
2010
Language evolution in the laboratory  
Thomas C Scott-Phillips, Simon Kirby
Cell
PDF URL
2010
Coreference Resolution in a Modular, Entity-Centered Model  
Aria Haghighi, Dan Klein
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2010
A Simple Domain-Independent Probabilistic Approach to Generation  
Gabor Angeli, Percy Liang, Dan Klein
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
PDF URL
2010
Type-Based MCMC  
Percy Liang, Michael I Jordan, Dan Klein
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2010
Phylogenetic Grammar Induction  
Taylor Berg-Kirkpatrick, Dan Klein
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
PDF URL
2010
Painless Unsupervised Learning with Features  
Taylor Berg-Kirkpatrick, John DeNero, Dan Klein
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2010
Joint Parsing and Alignment with Weakly Synchronized Grammars  
David Burkett, John Blitzer, Dan Klein
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2010
Unsupervised Syntactic Alignment with Inversion Transduction Grammars  
Adam Pauls, Dan Klein, David Chiang, Kevin Knight
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2010
Self-Paced Learning for Latent Variable Models  
M Pawan Kumar, Ben Packer, Daphne Koller
conference

2010
Following directions using statistical machine translation  
Cynthia Matuszek, Dieter Fox, Karl Koscher
Proceedings of the international conference on Human-robot interaction
PDF
2010
The explicit syntax of implicit arguments  
I Landau
Linguistic Inquiry
PDF URL
2010
Overtaking opponents with blocking strategies using fuzzy logic  
E Onieva, L Cardamone, D Loiacono, P. L Lanzi
Computational Intelligence and Games
PDF
2010
Topic Models for Image Annotation and Text Illustration  
Yansong Feng, Mirella Lapata
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2010
Unsupervised Induction of Semantic Roles  
Joel Lang, Mirella Lapata
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2010
Visual Information in Semantic Representation  
Yansong Feng, Mirella Lapata
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2010
Linguistic Nativism and the Poverty of the Stimulus  
Alexander Clark, Shalom Lappin
book
URL
2010
Streaming First Story Detection with application to Twitter  
Sa{\v s}a Petrovi{\'c}, Miles Osborne, Victor Lavrenko
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2010
Obituary Fed Jelinek  
Mark Liberman
Computational Linguistics
PDF URL
2010
Effective Racing on Partially Observable Tracks: Indirectly Coupling Anticipatory Egocentric Sensors With Motor Commands  
Butz, Linhardt, Loenneker
IEEE Transactions on Computational Intelligence and AI in Games
PDF
2010
Large displacement optical flow: descriptor matching in variational motion estimation  
Thomas Brox, Jitendra Malik
IEEE Transactions on Pattern Analysis and Machine Intelligence
PDF
2010
Object Segmentation by Long Term Analysis of Point Trajectories  
Thomas Brox, Jitendra Malik
European Conference on Computer Vision
PDF URL
2010
Taxonomy Learning Using Word Sense Induction  
Ioannis P Klapaftis, Suresh Manandhar
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2010
Viterbi training improves unsupervised dependency parsing  
Valentin I Spitkovsky, Hiyan Alshawi, Daniel Jurafsky, Christopher D Manning
Conference on Computational Natural Language Learning
PDF URL
2010
Subword Variation in Text Message Classification  
Robert Munro, Christopher D Manning
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2010
Re-Structuring, Re-Labeling, and Re-Aligning for Syntax-Based Machine Translation  
Wei Wang, Jonathan May, Kevin Knight, Daniel Marcu
Computational Linguistics
PDF
2010
Deep learning via Hessian-free optimization  
James Martens
International conference on Machine learning
PDF
2010
Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition  
Daniel Jurafsky, James H Martin
book
PDF
2010
Object Detection with Grammar Models  
Ross B Girshick, Pedro F Felzenszwalb, David McAllester
Advances in Neural Information Processing Systems
PDF
2010
Cascade Object Detection with Deformable Part Models  
Pedro F Felzenszwalb, RB Girshick, David McAllester
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2010
Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data  
Gideon S Mann, Andrew McCallum
The Journal of Machine Learning Research
PDF
2010
Modeling Relations and Their Mentions without Labeled Text  
Sebastian Riedel, Limin Yao, Andrew McCallum
Joint European Conference on Machine Learning and Knowledge Discovery in Databases
PDF URL
2010
Beardedness in advertising: Effects on endorsers' credibility and purchase intention  
Gianluigi Guido, Alessandro M Peluso, Velentina Moffa
Journal of Marketing Communications
PDF URL
2010
Multi-Prototype Vector-Space Models of Word Meaning  
Joseph Reisinger, Raymond Mooney
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2010
Creating Local Coherence: An Empirical Assessment  
Annie Louis, Ani Nenkova
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2010
Inductive Dependency Parsing of Natural Language Text  
Joakim Nivre
journal
PDF
2010
Artificial Intelligence: A Modern Approach - 2nd Ed  
Stuart J Russell, Peter Norvig
book
PDF
2010
Language Structure Is Partly Determined by Social Structure  
Gary Lupyan, Rick Dale, Dennis O'Rourke
PLoS ONE
PDF URL
2010
``Poetic''Statistical Machine Translation: Rhyme and Meter  
Dmitriy Genzel, Jakob Uszkoreit, Franz Josef Och
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
PDF URL
2010
Stream-based Translation Models for Statistical Machine Translation  
Abby Levenberg, Chris Callison-Burch, Miles Osborne
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2010
Variational nonparametric Bayesian Hidden Markov Model  
Nan Ding, Zhijian Ou
2010 IEEE International Conference on Acoustics, Speech and Signal Processing

2010
A Flexible, Corpus-Driven Model of Regular and Inverse Selectional Preferences  
Katrin Erk, Sebastian Pad{\'o}, Ulrike Pad{\'o}
Computational Linguistics
PDF
2010
Utilizing Extra-Sentential Context for Parsing  
Jackie Chi Kit Cheung, Gerald Penn
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
PDF URL
2010
Accurate Context-Free Parsing with Combinatory Categorial Grammar  
Timothy A D Fowler, Gerald Penn
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
PDF URL
2010
Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models  
Amarnag Subramanya, Slav Petrov, Fernando Pereira
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
PDF
2010
Types and Programming Languages  
Benjamin C Pierce
book
PDF URL
2010
Patterns, correlates, and reduction of homework copying  
David J Palazzo, Young-Jin Lee, Rasil Warnakulasooriya, David E Pritchard
The American Physical Society
PDF
2010
Improving Arabic Dependency Parsing with Lexical and Inflectional Morphological Features  
Yuval Marton, Nizar Y Habash, Owen Rambow
North American Chapter of the Association for Computational Linguistics HLT 2010 First Workshop on Statistical Parsing of Morphologically-Rich Languages
PDF URL
2010
Improved Unsupervised POS Induction through Prototype Discovery  
Omri Abend, Roi Reichart, Ari Rappoport
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
PDF
2010
Improved fully unsupervised parsing with zoomed learning  
Roi Reichart, Ari Rappoport
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
PDF URL
2010
Improved Unsupervised POS Induction Using Intrinsic Clustering Quality and a Zipfian Constraint  
Roi Reichart, Raanan Fattal, Ari Rappoport
Conference on Computational Natural Language Learning
PDF URL
2010
Bayesian Inference for Finite-State Transducers  
David Chiang, Jonathan Graehl, Kevin Knight, Adam Pauls, Sujith Ravi
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2010
Deep Auto-Encoder Neural Networks in Reinforcement Learning  
Sascha Lange, Martin Riedmiller
The International Joint Conference on Neural Networks IJCNN
PDF URL
2010
Chart Pruning for Fast Lexicalised-Grammar Parsing  
Yue Zhang, Byung-Gyu Ahn, Stephen Clark, Curt Van Wyk, James Curran, Laura Rimell
Coling 2010: Posters
PDF URL
2010
Automatic Diacritization for Low-Resource Languages Using a Hybrid Word and Consonant CMM  
Robbie A Haertel, Peter McClanahan, Eric K Ringger
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF
2010
A latent dirichlet allocation method for selectional preferences  
Oren Etzioni Alan Ritter
journal
PDF URL
2010
Driving Semantic Parsing from the World's Response  
James Clarke, Dan Goldwasser, Ming-Wei Chang, Dan Roth
Conference on Computational Natural Language Learning
PDF URL
2010
Structured Output Learning with Indirect Supervision  
Ming-Wei Chang, Vivek Srikumar, Dan Goldwasser, Dan Roth
Proceedings of the International Conference on Machine Learning
PDF URL
2010
Starting From Scratch in Semantic Role Labeling  
Michael Connor, Yael Gertner, Cynthia Fisher, Dan Roth
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
PDF
2010
From Statistics to Meaning: Infants' Acquisition of Lexical Categories  
Jill Lany, J R Saffran
Psychological Science
PDF
2010
Connecting Cues: Overlapping Regularities Support Cue Discovery in Infancy  
Sarah D Sahni, Mark S Seidenberg, Jenny R Saffran
Child Development
URL
2010
Large-Scale Machine Learning with Stochastic Gradient Descent  
L{\'e}on Bottou, Yves Lechevallier, Gilbert Saporta
COMPSTAT
PDF
2010
The importance of rule restrictions in CCG  
Marco Kuhlmann, Alexander Koller, Giorgio Satta
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
PDF
2010
Modeling Morphosyntactic Agreement in Constituency-Based Parsing of Modern Hebrew  
Reut Tsarfaty, Khalil Sima'an
North American Chapter of the Association for Computational Linguistics HLT 2010 First Workshop on Statistical Parsing of Morphologically-Rich Languages
PDF URL
2010
Variational Inference for Adaptor Grammars  
Shay B Cohen, David M Blei, Noah A Smith
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2010
Softmax-Margin CRFs: Training Log-Linear Models with Cost Functions  
Kevin Gimpel, Noah A Smith
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2010
Probabilistic Frame-Semantic Parsing  
Dipanjan Das, Nathan Schneider, Desai Chen, Noah A Smith
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2010
Covariance in Unsupervised Learning of Probabilistic Grammars  
Shay B Cohen, Noah A Smith
The Journal of Machine Learning Research
PDF
2010
Words as Windows to Thought: The Case of Object Representation  
D Barner, P Li, Jesse Snedeker
Current Directions in Psychological Science
PDF URL
2010
Simple Semi-Supervised Training of Part-Of-Speech Taggers  
Anders Sogaard
Proceedings of the ACL 2010 Conference Short Papers
PDF URL
2010
Dual Decomposition for Parsing with Non-Projective Head Automata  
Terry Koo, Alexander M Rush, Michael Collins, Tommi S Jaakkola, David Sontag
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
PDF
2010
Two Decades of Unsupervised POS induction: How far have we come?  
Christos Christodoulopoulos, Sharon Goldwater, Mark Steedman
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
PDF
2010
Categorial Grammar  
Mark Steedman
The MIT Encyclopedia of Cognitive Sciences
PDF URL
2010
Gaussian processes for sample efficient reinforcement learning with RMAX-like exploration  
Tobias Jung, Peter Stone
European Conference on Machine Learning
PDF
2010
Computational Science and Engineering  
Gilbert Strang
book

2010
Algorithms for Reinforcement Learning  
Csaba Szepesv{\'a}ri
book

2010
A Pilot Arabic CCGbank  
Stephen A Boxwell, Chris Brew, Nicoletta Calzolari Conference Chair, Khalid Choukri, Bente Maegaard, Joseph Mariani, Jan Odijk, Stelios Piperidis, Mike Rosner, Daniel Tapias
Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10)
PDF URL
2010
Sparsity in Dependency Grammar Induction  
Jennifer Gillenwater, Kuzman Ganchev, Jo{\~a}o V Graca, Fernando Pereira, Ben Taskar
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
PDF URL
2010
Structured Determinantal Point Processes  
Alex Kulesza, Ben Taskar
Advances in Neural Information Processing Systems
PDF URL
2010
Dirichlet Process  
Yee-Whye Teh
Encyclopedia of Machine Learning
PDF
2010
Crowdsourcing and language studies: the new generation of linguistic data  
Robert Munro, Steven Bethard, Victor Kuperman, Vicky Tzuyin Lai, Robin Melnick, Christopher Potts, Tyler Schnoebelen, Harry Tily
North American Chapter of the Association for Computational Linguistics Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk
PDF URL
2010
Extracting Parallel Sentences from Comparable Corpora using Document Level Alignment  
Jason R Smith, Chris Quirk, Kristina Toutanova
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics

2010
Computational Semantics With Functional Programming  
Jan van Eijck, Christina Unger
journal
PDF
2010
A new approach to cross-modal multimedia retrieval  
Nikhil Rasiwasia, Jose Costa Pereira, Emanuele Coviello, Gabriel Doyle, Gert R. G. Lanckriet, Roger Levy, Nuno Vasconcelos
Proceedings of the International Conference on Multimedia
PDF
2010
An effective personal mobile robot agent through symbiotic human-robot interaction  
Stephanie Rosenthal, Joydeep Biswas, Manuela Veloso
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1-Volume 1
PDF URL
2010
Building Watson: An Overview of the DeepQA Project  
David Ferrucci, Eric Brown, Jennifer Chu-Carroll, James Fan, David Gondek, Aditya A Kalyanpur, Adam Lally, J William Murdock, Eric Nyberg, John Prager, Nico Schlaefer, Chris Welty
AI Magazine
PDF
2010
Hadoop: The Definitive Guide  
Tom White
journal
PDF
2010
The Right Tools: Reflections on Computation and Language  
William A Woods
Computational Linguistics
PDF
2010
Numerical Optimization  
Jorge Nocedal, Stephen J Wright
book
PDF URL
2010
Semantic Segmentation of Urban Scenes Using Dense Depth Maps  
Chenxi Zhang, Liang Wang, Ruigang Yang
European Conference on Computer Vision
PDF
2010
Introduction to Chinese Natural Language Processing  
Kam-Fai Wong, Wenjie Li, Ruifeng Xu, Zheng-sheng Zhang
Introduction to Chinese Natural Language Processing
PDF URL
2010
Latent Variable Models of Selectional Preference  
Diarmuid {\'O}S{\'e}aghdha
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
URL
2011
Corpus-Guided Sentence Generation of Natural Images  
Yezhou Yang, Ching Lik Teo, Hal Daum{\'e}III, Yiannis Aloimonos
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF URL
2011
Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation  
Reut Tsarfaty, Joakim Nivre, Evelina Andersson
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF
2011
Phonemic Diversity Supports a Serial Founder Effect Model of Language Expansion from Africa  
Q D Atkinson
Science
URL
2011
{A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning}  
Stephane Ross, Geoffrey J. Gordon, J. Andrew Bagnell
Proceedings of the 14th International Conference on Artificial Intelligence and Statistics (AISTATS 2011)
PDF URL
2011
Learning to Win by Reading Manuals in a Monte-Carlo Framework  
S R K Branavan, David Silver, Regina Barzilay
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Feeling the future: Experimental evidence for anomalous retroactive influences on cognition and affect.  
D Bem
Journal of personality and social psychology
PDF URL
2011
Baby Talk: Understanding and Generating Image Descriptions  
Girish Kulkarni, Visruth Premraj, Sagnik Dhar, Siming Li, Yejin Choi, Alexander C Berg, Tamara L Berg
IEEE Conference on Computer Vision and Pattern Recognition
PDF
2011
Im2Text: Describing Images Using 1 Million Captioned Photographs  
Vicente Ordonez, Girish Kulkarni, Tamara L. Berg
Neural Information Processing Systems ({NIPS})
PDF URL
2011
Online Variational Inference for the Hierarchical Dirichlet Process  
Chong Wang, John Paisley, David M Blei
AIStats
PDF URL
2011
Retrieval Practice Produces More Learning than Elaborative Studying with Concept Mapping  
Jeffrey D Karpicke, Janell R Blunt
Science
PDF
2011
The role of morphology in subject--verb number agreement: A comparison of Mexican and Dominican Spanish  
Rebecca Foote, Kathryn Bock
Language and Cognitive Processes
PDF
2011
Gender Biases in Early Number Exposure to Preschool-Aged Children  
A Chang, C M Sandhofer, C S Brown
Journal of Language and Social Psychology
PDF
2011
That's What She Said: Double Entendre Identication  
Chlo{\'e} Kiddon, Yuriy Brun
ACL Short
PDF URL
2011
Shift-Reduce CCG Parsing  
Yue Zhang, Stephen Clark
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Syntactic Processing Using the Generalized Perceptron and Beam Search  
Yue Zhang, Stephen Clark
Computational Linguistics
PDF URL
2011
ShadowDraw: Real-Time User Guidance for Freehand Drawing  
Yong Jac Lee, C Lawrence Zitnick, Michael F Cohen
Association for Computing Machinery's Special Interest Group on Graphics and Interactive Techniques
PDF
2011
Amazon mechanical turk: Gold mine or coal mine?  
Kar{\"e}n Fort, Gilles Adda, K Bretonnel Cohen
Computational Linguistics
PDF URL
2011
A Hierarchical Pitman-Yor Process HMM for Unsupervised Part of Speech Induction  
Phil Blunsom, Trevor Cohn
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation  
Alexander M Rush, Michael Collins
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Dual Decomposition for Natural Language Processing  
Alexander M Rush, Michael Collins
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF
2011
The PHD Factory  
David Cyranoski
Nature

2011
Beyond Structured Prediction: Inverse Reinforcement Learning  
Hal Daum{\'e}III
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Positivity of the English language  
Isabel M. Kloumann, Christopher M. Danforth, Kameron Decker Harris, Catherine A. Bliss, Peter Sheridan Dodds
arXiv
PDF URL
2011
Collecting Highly Parallel Data for Paraphrase Evaluation  
David Chen, William B Dolan
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
A Non-Parametric Model for the Discovery of Inflectional Paradigms from Plain Text Using Graphical Models Over Strings  
Markus Dreyer
The Johns Hopkins University
PDF URL
2011
Learning Bilingual Lexicons using the Visual Similarity of Labeled Web Images  
Shane Bergsma, Benjamin Van Durme
Twenty-Second International Joint Conferences on Artificial Intelligence
URL
2011
Modern Science and The Bayesian-Frequentist Controversy  
Bradley Efron
preprint
PDF
2011
Data-driven Visual Similarity for Cross-domain Image Matching  
Abhinav Shrivastava, Tomasz Malisiewicz, Abhinav Gupta, Alexei A Efros
SIGGRAPH ASIA
PDF
2011
Ensemble of Exemplar-SVMs for Object Detection and Beyond  
Tomasz Malisiewicz, Abhinav Gupta, Alexei A Efros
International Conference on Computer Vision
PDF URL
2011
Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure  
Veselin Stoyanov, Alexander Ropson, Jason Eisner
Journal of Machine Learning Research
PDF URL
2011
Discovering Morphological Paradigms from Plain Text Using a Dirichlet Process Mixture Model  
Markus Dreyer, Jason Eisner
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF URL
2011
Joint Hebrew Segmentation and Parsing using a PCFG-LA Lattice Parser  
Yoav Goldberg, Michael Elhadad
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF
2011
Phonemic similarity metrics to compare pronunciation methods  
Ben Hixon, Eric Schneider, Susan L. Epstein
INTERSPEECH-2011
PDF URL
2011
Simple Unsupervised Grammar Induction from Raw Text with Cascaded Finite State Models  
Elias Ponvert, Jason Baldridge, Katrin Erk
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Identifying Relations for Open Information Extraction  
Anthony Fader, Stephen Soderland, Oren Etzioni
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF URL
2011
Structured Sparsity in Structured Prediction  
Andr{\'e}F T Martins, Noah A Smith, Pedro M Q Aguiar, M{\'a}rio A T Figueiredo
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF URL
2011
Languages as hyperplanes: grammatical inference with String kernels  
Alexander Clark, Christophe Costa Florencio
Machine learning
PDF URL
2011
Thinking aloud is not a form of introspection but a qualitatively different methodology: Reply to Schooler (2011).  
K Anders Ericsson, Mark C Fox
Psychological Bulletin
URL
2011
Learning where to Attend with Deep Architectures for Image Tracking  
Misha Denil, Loris Bazzani, Hugo Larochelle, Nando de Freitas
ArXiv
PDF URL
2011
The Elements of Statistical Learning  
Trevor Hastie, Robert Tibshirani, Jerome Friedman
book
PDF
2011
Female contributions to the peaceful nature of bonobo society  
Takeshi Furuichi
Evolutionary Anthropology
PDF URL
2011
Bayesian nonparametrics and the probabilistic approach to modelling  
Zoubin Ghahramani
Philosophical Transactions of the Royal Society of London. Series A,
PDF
2011
The Indian Buffet Process: An Introduction and Review  
Thomas L Griffiths, Zoubin Ghahramani
journal
PDF URL
2011
Bayesian Nonparametric Hidden Markov Models  
Jurgen Van Gael, Zoubin Ghahramani
journal
PDF
2011
Overcoming memory limitations in rule learning  
M C Frank, E Gibson
Language Learning and Development
PDF URL
2011
Automatic Syntactic Processing of Modern Hebrew  
Yoav Goldberg
Ben-Gurion University of the Negev
PDF URL
2011
Unsupervised syntactic chunking with acoustic cues: computational models for prosodic bootstrapping  
John K Pate, Sharon Goldwater
Workshop on Cognitive Modeling and Computational Linguistics
PDF
2011
Choice of Plausible Alternatives: An Evaluation of Commonsense Causal Reasoning  
Melissa Roemmele, Cosmin Bejan, Andrew Gordon
Tenth International Symposium on Logical Formalizations of Commonsense Reasoning (Commonsense-2011)
PDF
2011
Amazon's Mechanical Turk  
Michael Buhrmester, Tracy Kwang, Samuel D. Gosling
Perspectives on Psychological Science
PDF
2011
Learning the Easy Things First: Self-Paced Visual Category Discovery  
Yong Jae Lee, Kristen Grauman
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2011
Sexy red: Perceived sexual receptivity mediates the red-attraction relation in men viewing woman  
Adam D Pazda, Andrew J Elliot, Tobias Greitemeyer
Journal of Experimental Social Psychology
PDF URL
2011
An Exploration of Random Processes for Engineers  
Bruce Hajek
ifp.illinois.edu
PDF URL
2011
Multi-Source Transfer of Delexicalized Dependency Parsers  
Ryan McDonald, Slav Petrov, Keith Hall
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF URL
2011
An Adventure in the Nth Dimension  
Brian Hayes
American Scientist
PDF URL
2011
ACES: promoting empathy towards aphasia through language distortion emulation software  
Joshua Hailpern, Marina Danilevsky, Andrew Harris, Karrie Karahalios, Gary S Dell, Julie Hengst
Computer Human Interaction
PDF
2011
Rendering synthetic objects into legacy photographs  
Kevin Karsch, Varsha Hedau, David Forsyth, Derek Hoiem
SIGGRAPH ASIA
PDF URL
2011
On the Utility of Curricula in Unsupervised Learning of Probabilistic Grammars  
Kewei Tu, Vasant Honavar
Twenty-Second International Joint Conferences on Artificial Intelligence
URL
2011
The interplay between language, gesture, and affect during communicative transition: A dynamic systems approach.  
Meaghan V Parlad{\'e}, Jana M Iverson
Developmental Psychology

2011
Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning  
Dorota Glowacka, John Shawe-Taylor, Alexander Clark, Colin de la Higuera, Mark Johnson
journal
PDF URL
2011
Parsing in Parallel on Multiple Cores and GPUs  
Mark Johnson
Proceedings of the Australasian Language Technology Association Workshop 2011
PDF URL
2011
Revisiting k-means: New Algorithms via Bayesian Nonparametrics  
Brian Kulis, Michael I Jordan
ArXiv
PDF URL
2011
Stanford's Multi-Pass Sieve Coreference Resolution System at the CoNLL-2011 Shared Task  
Heeyoung Lee, Yves Peirsman, Angel Chang, Nathanael Chambers, Mihai Surdeanu, Daniel Jurafsky
CoNLL Shared Task
PDF URL
2011
Unsupervised Dependency Parsing without Gold Part-of-Speech Tags  
Valentin I Spitkovsky, Hiyan Alshawi, Angel X Chang, Daniel Jurafsky
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF
2011
Punctuation: making a point in unsupervised dependency parsing  
Valentin I Spitkovsky, Hiyan Alshawi, Daniel Jurafsky
Conference on Computational Natural Language Learning
PDF
2011
ACES: Aphasia Emulation, Realism, and the Turing Test  
Joshua Hailpern, Marina Danilevsky, Karrie Karahalios
ASSETTS
PDF
2011
Pathological Video Game Use Among Youths: A Two-Year Longitudinal Study  
Douglas A Gentile, Hyekyung Choo, Albert Liau, Timothy Sim, Dongdong Li, Daniel Fung, Angeline Khoo
Official Journal of the American Academy of Pediatrics
PDF URL
2011
Web-Scale Features for Full-Scale Parsing  
Mohit Bansal, Dan Klein
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Learning Dependency-Based Compositional Semantics  
Percy Liang, Michael I Jordan, Dan Klein
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Deciphering Foreign Language  
Sujith Ravi, Kevin Knight
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF
2011
Learning Specific-Class Segmentation from Diverse Data  
M Pawan Kumar, Haithem Turki, Dan Preston, Daphne Koller
International Conference on Computer Vision
PDF
2011
Love or the Black Sun of Personal Relationships  
Lubomir Lamy
Journal for the Theory of Social Behavior
PDF
2011
Learning generative models for protein fold families  
Sivaraman Balakrishnan, Hetunandan Kamisetty, Jaime G Carbonell, Su In Lee, Christopher James Langmead
Proteins: Structure, Function, and Bioinformatics
PDF URL
2011
Computational Learning Theory and Language Acquisition  
Alexander Clark, Shalom Lappin
Computational Linguistics and Natural Language Processing Handbook
PDF
2011
Learning Dependency-Based Compositional Semantics  
Percy Liang
journal
PDF URL
2011
Calculus of Variations and Optimal Control Theory: A Concise Introduction  
Daniel Liberzon
netfiles.uiuc.edu
PDF URL
2011
A Comparison of Loopy Belief Propagation and Dual Decomposition for Integrated CCG Supertagging and Parsing  
Michael Auli, Adam Lopez
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Training a Log-Linear Parser with Loss Functions via Softmax-Margin  
Michael Auli, Adam Lopez
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF URL
2011
How little do we need for 3-D shape perception?  
Chetan Nandakumar, Antonio Torralba, Jitendra Malik
Perception
PDF URL
2011
Event Extraction as Dependency Parsing  
David McClosky, Mihai Surdeanu, Christopher D Manning
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Part-of-Speech Tagging from 97{\%} to 100{\%}: Is It Time for Some Linguistics?  
Christopher D Manning
Computational Linguistics and Intelligent Text Processing, 12th International Conference, CICLing 2011, Proceedings, Part I
PDF
2011
Parsing Natural Scenes and Natural Language with Recursive Neural Networks  
Richard Socher, Cliff Chiung-Yu Lin, Andrew Y Ng, Christopher D Manning
International conference on Machine learning
PDF URL
2011
Tuning as Ranking  
Mark Hopkins, Jonathan May
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF URL
2011
Robust Biomedical Event Extraction with Dual Decomposition and Minimal Domain Adaptation  
Sebastian Ridel, Andrew McCallum
Proceedings of the BioNLP Shared Task 2011 Workshop
PDF URL
2011
Measuring the semantic relatedness between words and images  
Chee Wee Leong, Rada Mihalcea
International Conference on Computational Semantics
PDF
2011
Unsupervised Identification of Persian Compound Verbs  
Mohammad Sadegh Rasooli, Heshaam Faili, Behrouz Minaei-Bidgoli
Mexican International Conference on Artificial Intelligence
PDF
2011
Wide-coverage NLP with Expressive Grammars  
Josef van Genabith, Julia Hockenmaier, Yusuke Miyao
Association for Computational Linguistics

2011
Learning to interpret natural language navigation instructions from observations  
David Chen, Raymond J Mooney
Proceedings of the National Conference on Artificial Intelligence
PDF
2011
Why Finance Matters  
Jonathan Morduch
journal
PDF URL
2011
Price dynamics, retail chains and inflation measurement  
Alice O Nakamura, Emi Nakamura, Leonard I Nakamura
Journal of Econometrics
PDF URL
2011
A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions  
Wei Lu, Hwee Tou Ng
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF URL
2011
Building high-level features using large scale unsupervised learning  
Quoc V. Le, Marc'Aurelio Ranzato, Rajat Monga, Matthieu Devin, Kai Chen, Greg S. Corrado, Jeff Dean, Andrew Y Ng
ArXiv
PDF URL
2011
Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections  
Dipanjan Das, Slav Petrov
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Effects of Everyday Romantic Goal Pursuit on Women's Attitudes Toward Math and Science  
Lora E Park, Ariana F Young, Jordan D Troisi, Rebecca T Pinkus
Personality and Social Psychology Bulletin
PDF
2011
A Large-scale Benchmark Dataset for Event Recognition in Surveillance Video  
Sangmin Oh, Anthony Hoogs, Amitha Perera, Naresh Cuntoor, Chia-chih Chen, Jong Taek Lee, Saurajit Mukherjee, J. K. Aggarwal, Hyungtae Lee, Larry Davis, Eran Swears, Xioyang Wang, Qiang Ji, Kishore Reddy, Mubarak Shah, Carl Vondrick, Hamed Pirsiavash
2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF
2011
Using Analytic QP and Sparseness to Speed Training of Support Vector Machines  
John C Platt
Advances in Neural Information Processing Systems
PDF URL
2011
Why The Brain Separates Face Recognition From Object Recognition  
Joel Z Leibo, Jim Mutch, Tomaso Poggio
Advances in Neural Information Processing Systems
PDF URL
2011
Autonomous push-down automaton built on DNA  
Tadeusz Krasinski, Sebastian Sakowski, Tomasz Poplawski
arXiv
PDF URL
2011
Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation  
Roy Schwartz, Omri Abend, Roi Reichart, Ari Rappoport
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Training dependency parsers by jointly optimizing multiple objectives  
Keith Hall, Ryan McDonald, Jason Katz-Brown, Michael Ringgaard
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF URL
2011
Beam-Width Prediction for Efficient Context-Free Parsing  
Nathan Bodenstab, Aaron Dunlop, Keith Hall, Brian Roark
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Online Latent Structure Training for Language Acquisition  
Michael Connor, Cynthia Fisher, Dan Roth
Twenty-Second International Joint Conferences on Artificial Intelligence
PDF URL
2011
Confidence Driven Unsupervised Semantic Parsing  
Dan Goldwasser, Roi Reichart, James Clarke, Dan Roth
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Learning From Natural Instructions  
Dan Goldwasser, Dan Roth
Twenty-Second International Joint Conferences on Artificial Intelligence
URL
2011
Minimal Supervision for Language Learning: Bootstrapping Global Patterns from Local Knowledge  
Michael Connor, Dan Roth
University of Illinois at Urbana-Champaign

2011
Understanding natural language commands for robotic navigation and mobile manipulation  
Stefanie Tellex, Thomas Kollar, Steven Dickerson, Matthew R Walter, Ashis Gopal Banerjee, Seth Teller, Nicholas Roy
Proceedings of the National Conference on Artificial Intelligence
PDF URL
2011
The quantum state cannot be interpreted statistically  
Matthew F Pusey, Jonathan Barrett, Terry Rudolph
arXiv
PDF
2011
Interactions between statistical and semantic information in infant language development  
Jill Lany, Jenny R Saffran
Developmental Science
URL
2011
Dynamic Programming Algorithms for Transition-Based Dependency Parsers  
Marco Kuhlmann, Carlos G{\'o}mez-Rodr{\'\\i}guez, Giorgio Satta
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Optimal Head-Driven Parsing Complexity for Linear Context-Free Rewriting Systems  
Pierluigi Crescenzi, Daniel Gildea, Andrea Marino, Gianluca Rossi, Giorgio Satta
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Prefix Probability for Probabilistic Synchronous Context-Free Grammars  
Mark-Jan Nederhof, Giorgio Satta
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF
2011
Sparse Additive Generative Models of Text  
Jacob Eisenstein, Amr Ahmed, Eric P Xing, Lise Getoor, Tobias Scheffer
International conference on Machine learning
PDF URL
2011
Philosophy and the practice of Bayesian statistics  
Andrew Gelman, Cosma Shalizi
arXiv
PDF
2011
Logistic Regression and Newton's Method  
Cosma Shalizi
Advanced Data Analysis from an Elementary Point of View
PDF
2011
Graphical Models  
Cosma Shalizi
Advanced Data Analysis from an Elementary Point of View
PDF URL
2011
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization  
John Duchi, Elad Hazan, Yoram Singer
The Journal of Machine Learning Research
PDF
2011
Near-Optimal Reinforcement Learning in Polynomial Time  
Michael Kearns, Satinder Singh
International conference on Machine learning
PDF URL
2011
Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments  
Kevin Gimpel, Nathan Schneider, Brendan O'Conor, Dipanjan Das, Daniel Mills, Jacob Eisenstein, Michael Heilman, Dani Yogatama, Jeffrey Flanigan, Noah A Smith
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF
2011
Linguistic Structure Prediction  
Noah A Smith
Linguistic Structure Prediction
PDF
2011
Unsupervised structure prediction with non-parallel multilingual guidance  
Shay B Cohen, Dipanjan Das, Noah A Smith
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF
2011
Empirical Risk Minimization for Probabilistic Grammars: Sample Complexity and Hardness of Learning  
Shay B Cohen, Noah A Smith
Computational Linguistics
PDF URL
2011
Graphical Models for the Internet Part 1  
Amr Ahmed, Alexander Smola
Advances in Neural Information Processing Systems
PDF URL
2011
Graphical Models for the Internet Part 2  
Amr Ahmed, Alexander Smola
Advances in Neural Information Processing Systems

2011
Mutual exclusivity in autism spectrum disorders: Testing the pragmatic hypothesis  
Ashley de Marchena, Inge-Marie Eigsti, Amanda Worek, Kim Emiko Ono, Jesse Snedeker
Cognition
PDF URL
2012
Counting the Nouns: Simple Structural Cues to Verb Meaning  
Sylvia Yuan, Cynthia Fisher, Jesse Snedeker
Child Development
PDF URL
2011
Semi-supervised condensed nearest neighbor for part-of-speech tagging  
Anders Sogaard
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
From ranked words to dependency trees: two-stage unsupervised non-projective dependency parsing  
Anders Sogaard
TextGraphs-6 Workshop
PDF URL
2011
Semi-supervised CCG Lexicon Extension  
Emily Thomforde, Mark Steedman
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF URL
2011
Lexical Generalization in CCG Grammar Induction for Semantic Parsing  
Tom Kwiatkowski, Luke S Zettlemoyer, Sharon Goldwater, Mark Steedman
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF URL
2011
A Bayesian Mixture Model for Part-of-Speech Induction Using Multiple Features  
Christos Christodoulopoulos, Sharon Goldwater, Mark Steedman
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF
2011
Grammar Induction from Text Using Small Syntactic Prototypes  
Prachya Boonkwan, Mark Steedman
Proceedings of 5th International Joint Conference on Natural Language Processing
PDF URL
2011
Learning Determinantal Point Processes  
Alex Kulesza, Ben Taskar
Uncertainty in Artificial Intelligence
PDF URL
2011
Controlling Complexity in Part-of-Speech Induction  
Jo{\~a}o V Graca, Kuzman Ganchev, Lu{\'\\i}sa Coheur, Fernando Pereira, Ben Taskar
Journal of Artificial Intelligence Research
PDF URL
2011
k-DPPs: Fixed-Size Determinantal Point Processes  
Alex Kulesza, Ben Taskar
International conference on Machine learning
PDF URL
2011
Posterior Sparsity in Unsupervised Dependency Parsing  
Jennifer Gillenwater, Kuzman Ganchev, Jo{\~a}o V Graca, Fernando Pereira, Ben Taskar
The Journal of Machine Learning Research
PDF URL
2011
Modern Bayesian Nonparametrics  
Peter Orbanz, Yee-Whye Teh
Advances in Neural Information Processing Systems
PDF URL
2011
The sequence memoizer  
Frank Wood, Jan Gasthaus, C{\'e}dric Archambeau, Lancelot James, Yee-Whye Teh
Communications of the ACM
PDF URL
2011
Introduction to Bayesian Nonparametrics  
Yee-Whye Teh
MLSS
PDF URL
2011
Effective Use of Function Words for Rule Generalization in Forest-Based Translation  
Xianchao Wu, Takuya Matsuzaki, Jun'ichi Tsujii
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Supervised hierarchical Pitman-Yor process for natural scene segmentation  
Alex Shyr, Trevor Darrell, Michael I Jordan, Raquel Urtasun
2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF URL
2011
Problems of Empirical Inference in Machine Learning and Philosophy of Science  
Vladimir Vapnik
journal
URL
2011
The probabilistic analysis of language acquisition: Theoretical, computational, and experimental analysis  
Anne S Hsu, Nick Chater, Paul M B Vit{\'a}nyi
Cognition
PDF URL
2011
A Word-Class Approach to Labeling PSCFG Rules for Machine Translation  
Andreas Zollmann, Stephan Vogel
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2011
Non-Parametric Estimation of Topic Hierarchies from Texts with Hierarchical Dirichlet Processes  
Elias Zavitsanos, Georgios Paliouras, George A Vouros
The Journal of Machine Learning Research
PDF
2011
Encyclopedia of Machine Learning  
Claude Sammut, Geoffrey I Webb
book
URL
2011
Web of War  
Sharon Weinberger
Nature

2011
Dependency Parsing Schemata and Mildly Non-Projective Dependency Parsing  
Carlos G{\'o}mez-Rodr{\'\\i}guez, John Carroll, David Weir
Computational Linguistics
PDF
2011
Grammatical Computation in the Optional Infinitive Stage  
Ken Wexler
Studies in Theoretical Psycholinguistics
PDF URL
2011
Towards Optimal One Pass Large Scale Learning with Averaged Stochastic Gradient Descent  
Wei Xu
arXiv
PDF
2011
Learning with Support Vector Machines  
Colin Campbell, Yiming Ying
book
PDF
2011
Bootstrapping Semantic Parsers from Conversations  
Yoav Artzi, Luke S Zettlemoyer
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
PDF
2012
Mr. LDA: A Flexible Large Scale Topic Modeling Package using Variational Inference in MapReduce  
Ke Zhai, Jordan Boyd-Graber, Nima Asadi, Mohamad L Alkhouja
International Conference on World Wide Web
URL
2012
A Hierarchical Dirichlet Process Model for Joint Part-of-Speech and Morphology Induction  
Kairit Sirts, Tanel Alum{\"a}e
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
Joint Evaluation of Morphological Segmentation and Syntactic Parsing  
Reut Tsarfaty, Joakim Nivre, Evelina Andersson
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2012
Integrated Supertagging and Parsing  
Michael Auli
University of Edinburgh
URL
2012
A Stochastic Gradient Method with an Exponential Convergence Rate for Strongly-Convex Optimization with Finite Training Sets  
Nicolas Le Roux, Mark Schmidt, Francis Bach
ArXiv
PDF URL
2012
Everything Robots Always Wanted to Know about Housework (But were afraid to ask)  
Daniel Nyga, Michael Beetz
{2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}
PDF URL
2012
Getting More from Morphology in Multilingual Dependency Parsing  
Matt Hohensee, Emily M. Bender
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
100 Things You Always Wanted to Know about Linguistics But Were Afraid to Ask  
Emily M. Bender
North American chapter of the Association for Computational Linguistics conference
PDF URL
2012
Detecting Visual Text  
Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa Mensch, Margaret Mitchell, Karl Stratos, Kota Yamaguchi, Yejin Choi, Hal Daum{\'e}III, Alexander C Berg, Tamara L Berg
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
Parsing with Pictures  
Keshav Pingali, Gianfranco Bilardi
preprint
PDF URL
2012
Truncation-free Stochastic Variational Inference for Bayesian Nonparametric Models  
Chong Wang, David M Blei
Advances in Neural Information Processing Systems
PDF URL
2012
Nonparametric variational inference  
Samuel Gershman, Matt Hoffman, David M Blei
International conference on Machine learning
PDF URL
2012
Probabilistic Topic Models  
David M Blei
International conference on Machine learning
PDF URL
2012
A Bayesian Model for Learning SCFGs with Discontiguous Rules  
Abby Levenberg, Chris Dyer, Phil Blunsom
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
Exact Sampling and Decoding in High-Order Hidden Markov Models  
Simon Carter, Marc Dymentman, Guilllaume Bouchard
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF
2012
The hippocampus and the flexible use and processing of language  
Melissa C Duff, Sarah Brown-Schmidt
Frontiers in Human Neuroscience
PDF
2012
Machine Translation of Arabic Dialects  
Rabih Zbib, Erika Malchiodi, Jacob Devlin, David Stallard, Spyros Matsoukas, Richard Schwartz, John Makhoul, Omar F Zaidan, Chris Callison-Burch
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
Native Language Detection with Tree Substitution Grammars  
Ben Swanson, Eugene Charniak
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2012
Dietary fat and semen quality among men attending a fertility clinic  
Jill A. Attaman, Thomas L. Toth, Jeremy Furtado, Hannia Campos, Russ Hauser, Jorge E. Chavarro
Human Reproduction
PDF URL
2012
Fast Online Lexicon Learning for Grounded Language Acquisition  
David Chen
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF
2012
How hierarchical is language use?  
Stefan L Frank, Rens Bod, Morten H Christiansen
Proceedings of the Royal Society B: Biological Sciences

2012
Hierarchical clustering of word class distributions  
Grzegorz Chrupa{\l}a
NAACL HLT Workshop on Induction of Linguistic Structure
URL
2012
Concurrent Acquisition of Word Meaning and Lexical Categories  
Afra Alishahi, Grzegorz Chrupa{\l}a
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
Vector Space Models of Lexical Meaning  
Stephen Clark
Handbook of Contemporary Semantics
PDF URL
2012
Experiences With Debugging Data Races  
Cliff Click
I2PC
PDF URL
2012
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs  
Shay B Cohen, Michael Collins
Advances in Neural Information Processing Systems
PDF URL
2012
A Whole-Cell Computational Model Predicts Phenotype from Genotype  
Jonathan R Karr, Jayodita C Sanghvi, Derek N Macklin, Miriam V Gutschow, Jared M Jacobs, Benjamin Bolival Jr., Nacyra Assad-Garcia, John I Glass, Markus W Covert
Cell
PDF URL
2012
Training Dependency Parser Using Light Feedback  
Avihai Mejer, Koby Crammer
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
Are You Sure? Confidence in Prediction of Dependency Tree Edges  
Avihai Mejer, Koby Crammer
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
On the origin of long-range correlations in texts  
Eduardo G Altmann, Giampaolo Cristadoro
Proceedings of the National Academy of Sciences
PDF URL
2012
The Challenges of Parsing Chinese with Combinatory Categorial Grammar  
Daniel Tse, James Curran
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
Dependency Hashing for n-best CCG Parsing  
Dominick Ng, James Curran
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2012
Robust Conversion of CCG Derivations to Phrase Structure Trees  
Jonathan K. Kummerfeld, Dan Klein, James Curran
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2012
Improving Combinatory Categorial Grammar Parse Reranking with Dependency Grammar Features  
Sunghwan Mac Kim, Dominick Ng, Mark Johnson, James Curran
Proceedings of COLING 2012: Technical Papers
PDF URL
2012
Learning Verb Inference Rules from Linguistically-Motivated Evidence  
Hila Weismani, Jonathan Berant, Idan Szpektor, Ido Dagani
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
A Few Useful Things to Know about Machine Learning  
Pedro Domingos
CACM
PDF URL
2012
What Makes Paris Look like Paris?  
Carl Doersch, Saurabh Singh, Abhinav Gupta, Josef Sivic, Alexei A Efros
Association for Computing Machinery's Special Interest Group on Graphics and Interactive Techniques
PDF URL
2012
Unsupervised Discovery of Mid-Level Discriminative Patches  
Saurabh Singh, Abhinav Gupta, Alexei A Efros
arXiv
PDF URL
2012
Bootstrapping a Unified Model of Lexical and Phonetic Acquisition  
Micha Elsner, Sharon Goldwater, Jacob Eisenstein
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF
2012
Unsupervised Learning on an Approximate Corpus  
Jason Smith, Jason Eisner
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF
2012
Vector Space Models of Word Meaning and Phrase Meaning: A Survey  
Katrin Erk
Language and Linguistics Compass
PDF
2012
The statistical signature of morphosyntax: A study of Hungarian and Italian infant-directed speech  
Judit Gervain, Ram{\'o}n Guevara Erra
Cognition
PDF URL
2012
Open Language Learning for Information Extraction  
Mausam, Michael Schmitz, Stephen Soderland, Robert Bart, Oren Etzioni
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
Fast Unsupervised Dependency Parsing with Arc-Standard Transitions  
Mohammad Sadegh Rasooli, Heshaam Faili
Proceedings of the Joint Workshop on Unsupervised and Semi-Supervised Learning in NLP
PDF
2012
Learning to rank for robust question answering  
Arvind Agarwal, Hema Raghavan, Karthik Subbian, Prem Melville, Richard D Lawrence, David C Gondek, James Fan
the 21st ACM international conference
PDF URL
2012
Hedging Your Bets: Optimizing Accuracy-Specificity Trade-offs in Large Scale Visual Recognition  
Jia Deng, Jonathan Krause, Alexander C Berg, Li Fei-Fei
CVPR
PDF
2012
Encounters with Language  
Charles J Fillmore
Computational Linguistics
PDF URL
2012
A 61-million-person experiment in social influence and political mobilization  
Robert M Bond, Christopher J Fariss, Jason J Jones, Adam D I Kramer, Cameron Marlow, Jaime E Settle, James H Fowler
Nature
PDF
2012
Learning to Parse Natural Language Commands to a Robot Control System  
Cynthia Matuszek, Evan Herbst, Luke Zettlemoyer, Dieter Fox
ISER
PDF URL
2012
A Joint Model of Language and Perception for Grounded Attribute Learning  
Cynthia Matuszek, Nicholas FitzGerald, Luke S Zettlemoyer, Liefeng Bo, Dieter Fox
International conference on Machine learning
PDF URL
2012
Exploiting Social Information in Grounded Language Learning via Grammatical Reductions  
Mark Johnson, Katherine Demuth, Michael C Frank
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

2012
Programmable single-cell mammalian biocomputers  
Simon Ausl{\"a}nder, David Ausl{\"a}nder, Marius M{\"u}ller, Markus Wieland, Martin Fussenegger
Nature
PDF URL
2012
A Continuous Semantic Space Describes the Representation of Thousands of Object and Action Categories across the Human Brain  
Alexander G Huth, Shinji Nishimoto, An T Vu, Jack L Gallant
Neuron
PDF
2012
Verbal interference suppresses exact numerical representation  
Michael C Frank, Evelina Fedorenko, Peter Lai, Rebecca Saxe, Edward Gibson
Cognitive Psychology
PDF URL
2012
Learning to Map into a Universal POS Tagset  
Yuan Zhang, Roi Reichart, Regina Barzilay, Amir Globerson
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
Selective Sharing for Multilingual Dependency Parsing  
Tahira Naseem, Regina Barzilay, Amir Globerson
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2012
Predicting Pragmatic Reasoning in Language Games  
Michael C. Frank, Noah D. Goodman
Science
PDF URL
2012
The PASCAL Challenge on Grammar Induction  
Douwe Gelling, Trevor Cohn, Phil Blunsom, Jo{\~a}o V Graca
NAACL HLT Workshop on Induction of Linguistic Structure
PDF
2012
Structured Perceptron with Inexact Search  
Liang Huang, Suphan Fayong, Yang Guo
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

2012
Probabilistically Cued Patterns Trump Perfect Cues in Statistical Language Learning  
Jill Lany, Rebecca L G{\'o}mez
Language Learning and Development
PDF URL
2012
Structured Learning from Partial Annotations  
Xinghua Lou, Fred A Hamprecht
Proceedings of the 29th International Conference on Machine Learning
PDF URL
2012
Science faculty's subtle gender biases favor male students  
Corinne A Moss-Racusin, John F Dovidio, Victoria L Brescoll, Mark J Graham, Jo Handelsman
Proceedings of the National Academy of Sciences
PDF URL
2012
The Manifest Destiny of Artificial Intelligence  
Brian Hayes
American Scientist
PDF URL
2012
Unsupervised Semantic Role Induction with Global Role Ordering  
Nikhil Garg, James Henderson
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2012
Deterministic Parallel Java  
Stephen Heumann
I2PC
PDF
2012
Language Grounding in Robots  
Luc Steels, Manfred Hild
book
PDF URL
2012
ImageNet Classification with Deep Convolutional Neural Networks  
Alex Krizhevsky, Ilya Sutskever, Geoffrey E Hinton
Advances in Neural Information Processing Systems 25
PDF URL
2012
Extending the Entity-based Coherence Model with Multiple Ranks  
Vanessa Wei Feng, Graeme Hirst
Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
PDF URL
2012
Simple Robust Grammar Induction with Combinatory Categorial Grammars  
Yonatan Bisk, Julia Hockenmaier
Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12)
PDF URL
2012
Induction of Linguistic Structure with Combinatory Categorial Grammars  
Yonatan Bisk, Julia Hockenmaier
NAACL HLT Workshop on Induction of Linguistic Structure
PDF
2012
Sequence and System in the Acquisition of Tense and Agreement  
M Rispoli, P A Hadley, J K Holt
Journal of Speech, Language and Hearing Research
PDF URL
2012
Red Meat Consumption and Mortality: Results From 2 Prospective Cohort Studies  
An Pan, Qi Sun, Adam M. Bernstein, Matthias B. Schulze, JoAnn E. Manson, Meir J. Stampfer, Walter C. Willett, Frank B. Hu
Archives of Internal Medicine
PDF URL
2012
River Trail: Adding Data Parallelism to JavaScript  
Richard Hudson
I2PC
PDF URL
2012
Choosing Linguistics over Vision to Describe Images  
Ankush Gupta, Yashaswi Verma, C V Jawahar
Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12)
PDF URL
2012
Spectral Algorithm for Learning Hidden Markov Model Predictive State Representations  
Matthew James Johnson
arXiv
PDF URL
2012
Nested Hierarchical Dirichlet Processes  
John Paisley, Chong Wang, David M Blei, Michael I Jordan
ArXiv
PDF URL
2012
The Phylogenetic Indian Buffet Process: A Non-Exchangeable Nonparametric Prior for Latent Features  
Kurt T Miller, Thomas L Griffiths, Michael I Jordan
International conference on Machine learning
PDF URL
2012
He Said, She Said: Gender in the ACL Anthology  
Adam Vogel, Daniel Jurafsky
Proceedings of the ACL-2012 Special Workshop on Rediscovering 50 Years of Discoveries
PDF URL
2012
Three Dependency-and-Boundary Models for Grammar Induction  
Valentin I Spitkovsky, Hiyan Alshawi, Daniel Jurafsky
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
Parsing Time: Learning to Interpret Time Expressions  
Gabor Angeli, Christopher D Manning, Daniel Jurafsky
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF
2012
Noam Chomsky on Where Artificial Intelligence Went Wrong  
Yarden Katz
The Atlantic
PDF URL
2012
Quasi-Newton Methods: A New Direction  
Philipp Hennig, Martin Kiefel
International conference on Machine learning
PDF URL
2012
Deep Neural Networks for Acoustic Modeling in Speech Recognition  
Geoffrey Hinton, Li Deng, Dong Yu, Abdel-rahman Mohamed, Navdeep Jaitly, Andrew Senior, Vincent Vanhoucke, Patrick Nguyen, Tara Sainath George Dahl, Brian Kingsbury
IEEE Signal Processing Magazine
PDF URL
2012
Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output  
Jonathan K. Kummerfeld, David Hall, James Curran, Dan Klein
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
Training Factored PCFGs with Expectation Propagation  
David Hall, Dan Klein
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
Variational Inference for Structured NLP Models  
David Burkett, Dan Klein
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
An Empirical Investigation of Statistical Significance in NLP  
Taylor Berg-Kirkpatrick, David Burkett, Dan Klein
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
Large-Scale Syntactic Language Modeling with Treelets  
Adam Pauls, Dan Klein
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2012
Crosslingual Induction of Semantic Roles  
Ivan Titov, Alexandre Klementiev
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2012
A Bayesian Approach to Unsupervised Semantic Role Induction  
Ivan Titov, Alexandre Klementiev
European Chapter of the Association for Computational Linguistics
URL
2012
Learning Syntactic Verb Frames Using Graphical Models  
Thomas Lippincott, Diarmuid {\'O} S{\'e}aghdha, Anna Korhonen
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF
2012
Walking with coffee: Why does it spill?  
H Mayer, R Krechetnikov
Physical Review E
PDF
2012
Parsing Morphologically Rich Languages: Introduction to the Special Issue  
Joakim Nivre, Reut Tsarfaty, Djam{\'e} Seddah, Sandra Kubler
Computational Linguistics
PDF URL
2012
Probabilistic Grammar Induction from Sentences and Structured Meanings  
Tom Kwiatkowski
University of Edinburgh
PDF URL
2012
Taxonomy Induction Using Hierarchical Random Graphs  
Trevor Fountain, Mirella Lapata
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
Multimodal Grammar Implementation  
Katya Alahverdzhieva, Dan Flickinger, Alex Lascarides
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
Some Recent and Upcoming java.util.concurrent Components  
Doug Lea
I2PC
PDF URL
2012
You Had Me at Hello: How Phrasing Affects Memorability  
Cristian Danescu-Niculescu-Mizil, Justin Cheng, Jon Kleinberg, Lillian Lee
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2012
Learning biases predict a word order universal  
Jennifer Culbertson, Paul Smolensky, G{\'e}raldine Legendre
Cognition
PDF URL
2012
Identifiability and Unmixing of Latent Parse Trees  
Daniel Hsu, Sham M Kakade, Percy Liang
Advances in Neural Information Processing Systems
PDF URL
2012
The development of abstract syntax: Evidence from structural priming and the lexical boost  
Caroline F Rowland, Franklin Chang, Ben Ambridge, Julian M Pine, Elena V M Lieven
Cognition
PDF URL
2012
Unsupervised Translation Sense Clustering  
Mohit Bansal, John DeNero, Dekang Lin
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
Joint Chinese Word Segmentation, POS Tagging and Parsing  
Xian Qian, Yang Liu
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
A Spectral Algorithm for Latent Dirichlet Allocation  
Anima Anandkumar, Dean P Foster, Daniel Hsu, Sham M Kakade, Yi-Kai Liu
Advances in Neural Information Processing Systems
PDF URL
2012
A Comparison of Chinese Parsers for Stanford Dependencies  
Wanxiang Che, Valentin I Spitkovsky, Ting Liu
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2012
Using Categorial Grammar to Label Translation Rules  
Jonathan Weese, Chris Callison-Burch, Adam Lopez
Workshop on Statistical Machine Translation
PDF URL
2012
Deep Learning for NLP (without Magic)  
Richard Socher, Yoshua Bengio, Christopher D Manning
Association for Computational Linguistics
PDF URL
2012
Multi-instance Multi-label Learning for Relation Extraction  
Mihai Surdeanu, Julie Tibshirani, Ramesh Nallapati, Christopher D Manning
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF
2012
Entity Clustering Across Languages  
Spence Green, Nicholas Andrews, Matthew R Gormley, Mark Dredze, Christopher D Manning
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
IMUnit: Improved Multithreaded Unit Testing  
Darko Marinov
I2PC
PDF URL
2012
Design PAtterns for PArallel Applications Programming  
Tim Mattson
I2PC
PDF URL
2012
Monte Carlo MCMC: Efficient Inference by Approximate Sampling  
Sameer Singh, Michael Wick, Andrew McCallum
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
A Universal Part-of-Speech Tagset  
Slav Petrov, Dipanjan Das, Ryan McDonald
Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC-2012)
PDF
2012
Abstract Profiles of Structural Stability Point to Universal Tendencies, Family-Specific Factors, and Ancient Connections between Languages  
Dan Dediu, Stephen C Levinson, Alex Mesoudi
PLoS ONE
PDF URL
2012
Weakly Supervised Training of Semantic Parsers  
Jayant Krishnamurthy, Tom M Mitchell
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
Unsupervised PCFG Induction for Grounded Language Learning with Highly Ambiguous Supervision  
Joohyun Kim, Raymond Mooney
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
Improving Video Activity Recognition using Object Recognition and Text Mining  
Tanvi S Motwani, Raymond Mooney
ECAI
PDF URL
2012
State-of-the-Art Kernels in Natural Language Processing  
Alessandro Moschitti
Association for Computational Linguistics
PDF URL
2012
Bayesian Symbol-Refined Tree Substitution Grammars for Syntactic Parsing  
Hiroyuki Shindo, Yusuke Miyao, Akinori Fujino, Masaaki Nagata
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF
2012
Practical Collapsed Variational Bayes Inference for Hierarchical Dirichlet Process  
Issei Sato, Kenichi Kurihara, Hiroshi Nakagawa
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
PDF URL
2012
Rethinking Collapsed Variational Bayes Inference for LDA  
Issei Sato, Hiroshi Nakagawa
International conference on Machine learning
PDF URL
2012
Acoustic-Prosodic Entrainment and Social Behavior  
Rivka Levitan, Agustin Gravano, Laura Willson, Stefan Benus, Julia Hirschberg, Ani Nenkova
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF
2012
A coherence model based on syntactic patterns  
Annie Louis, Ani Nenkova
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF
2012
Can prosody be used to discover hierarchical structure in continuous speech?  
Alan Langus, Erika Marchetto, Ricardo Augusto Hoffmann Bion, Marina Nespor
Journal of Memory and Language
PDF
2012
Statistical Learning From Acquiring Specific Items to Forming General Rules  
Richard N Aslin, Elissa L Newport
Current Directions in Psychological Science
PDF URL
2012
Language learners restructure their input to facilitate efficient communication  
Maryia Fedzechkina, T Florian Jaeger, Elissa L Newport
Proceedings of the National Academy of Sciences
PDF URL
2012
Building High-level Features Using Large Scale Unsupervised Learning  
Quoc V. Le, Marc'Aurelio Ranzato, Rajat Monga, Matthieu Devin, Kai Chen, Greg S. Corrado, Jeff Dean, Andrew Y Ng
International conference on Machine learning
PDF URL
2012
Semantic Compositionality through Recursive Matrix-Vector Spaces  
Richard Socher, Brody Huval, Christopher D Manning, Andrew Y Ng
Empirical Methods in Natural Language Processing
PDF URL
2012
A Transition-Based System for Joint Part-of-Speech Tagging and Labeled Non-Projective Dependency Parsing  
bErnd Bohnet, Joakim Nivre
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
A Dynamic Oracle for Arc-Eager Dependency Parsing  
Yoav Goldberg, Joakim Nivre
Proceedings of COLING 2012
PDF
2012
Individual differences reveal stages of L2 grammatical acquisition: ERP evidence  
DARREN TANNER, JUDITH MCLAUGHLIN, JULIA HERSCHENSOHN, LEE OSTERHOUT
Bilingualism: Language and Cognition
PDF
2012
Similar neural correlates for language and sequential learning: Evidence from event-related brain potentials  
Morten H Christiansen, Christopher M Conway, Luca Onnis
dx.doi.org
PDF URL
2012
Stochastic Variational Inference  
Matt Hoffman, David M Blei, Chong Wang, John Paisley
arXiv
PDF URL
2012
Verb Classification using Distributional Similarity in Syntactic and Semantic Structures  
Danilo Croce, Alessandro Moschitti, Roberto Basili, Alexis Palmer
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2012
Data Scientist: The Sexiest Job of the 21st Century  
Thomas H Davenport, D J Patil
Harvard Business Review
PDF
2012
Mixed Membership Markov Models for Unsupervised Conversation Modeling  
Michael Paul
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
Vine Pruning for Efficient Multi-Pass Dependency Parsing  
Alexander M Rush, Slav Petrov
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
Attacking Parsing Bottlenecks with Unlabeled Data and Relevant Factorizations  
Emily Pitler
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2012
Computer Vision: A Modern Approach  
David Forsyth, Jean Ponce
book
PDF URL
2012
A Search Algorithm for Latent Variable Models with Unbounded Domains  
Michael Chiang, David Poole
Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12)
PDF URL
2012
Minimal Dependency Length in Realization Ranking  
Michael White, Rajakrishnan Rajkumar
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF
2012
Dependency Parsing of Modern Standard Arabic with Lexical and Inflectional Features  
Yuval Marton, Nizar Y Habash, Owen Rambow
Computational Linguistics
PDF URL
2012
Unified Expectation Maximization  
Rajhans Samdani, Ming-Wei Chang, Dan Roth
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
Understanding speech in interactive narratives with crowd sourced data  
Jeffrey David Orkin, Deb K Roy
Association for the Advancement of Artificial Intelligence
PDF URL
2012
Approaching the Symbol Grounding Problem with Probabilistic Graphical Models  
Stefanie Tellex, Thomas Kollar, Steven Dickerson, Matthew R Walter, Ashis Gopal Banerjee, Seth Teller, Nicholas Roy
Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI)
PDF URL
2012
Language Bootstrapping: Learning Word Meanings From Perception-Action Association  
Giampiero Salvi, Luis Montesano, Alexandre Bernardino, Jos{\'e} Santos-Victor
IEEE Transactions onf Systems, Man, and Cybernetics -- Part B: Cybernetics
PDF
2012
Tree-Adjoining Grammars Are Not Closed Under Strong Lexicalization  
Marco Kuhlmann, Giorgio Satta
Computational Linguistics
PDF
2012
Spin--orbital separation in the quasi-one-dimensional Mott insulator Sr2CuO3  
J Schlappa, K Wohlfeld, K J Zhou, M Mourigal, M W Haverkort, V N Strocov, L Hozoi, C Monney, S Nishimoto, S Singh, A Revcolevschi, J S Caux, L Patthey, H M R{\o}nnow, J van den Brink, T Schmitt
Nature
PDF URL
2012
My Fair Physicist? Feminine Math and Science Role Models Demotivate Young Girls  
Diana E. Betz, Denise Sekaquaptewa
Social Psychological and Personality Science
PDF
2012
Active Learning  
Burr Settles
book
PDF URL
2012
{UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild}  
Khurram Soomro, Amir Roshan Zamir, Mubarak Shah
preprint
PDF URL
2012
FST Based Morphological Analyzer for Hindi Language  
Deepak Kumar, Manjeet Singh, Seema Shukla
arXiv
PDF URL
2012
Predicting Disease Transmission from Geo-Tagged Micro-Blog Data  
Adam Sadilek, Henry Kautz, Vincent Silenzio
Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12)
PDF
2012
Music and Early Language Acquisition  
Anthony Brandt, Molly Gebrian, L Robert Slevc
Frontiers in Psychology
PDF URL
2012
Concavity and Initialization for Unsupervised Dependency Parsing  
Kevin Gimpel, Noah A Smith
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
Structured Sparsity in Natural Language Processing: Models, Algorithms, and Applications  
Andr{\'e}F T Martins, M{\'a}rio A T Figueiredo, Noah A Smith
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
Adversarial Evaluation for Models of Natural Language  
Noah A Smith
arXiv
PDF URL
2012
Distinct word length frequencies: distributions and symbol entropies  
Reginald D Smith
arXiv
URL
2012
Bayesian Theory  
Jos{\'e}M Bernardo, Adrian F M Smith
book
PDF URL
2012
Multicores and Beyond  
Marc Snir
I2PC
PDF
2012
Two baselines for unsupervised dependency parsing  
Anders Sogaard
NAACL HLT Workshop on Induction of Linguistic Structure
PDF URL
2012
Unsupervised dependency parsing without training  
Anders Sogaard
Natural Language Engineering
PDF
2012
Unsupervised Part-of-Speech Tagging in Noisy and Esoteric Domains With a Syntactic-Semantic Bayesian HMM  
William M Darling, Michael J Paul, Fei Song
Proceedings of the Workshop on Semantic Analysis in Social Media
PDF URL
2012
Online Dating: A Critical Analysis From the Perspective of Psychological Science  
Eli J Finkel, Paul W Eastwick, Benjamin R Karney, Harry T Reis, Susan Sprecher
Association for Psychological Science
PDF
2012
Turning the pipeline into a loop: Iterated unsupervised dependency parsing and PoS induction  
Christos Christodoulopoulos, Sharon Goldwater, Mark Steedman
NAACL HLT Workshop on Induction of Linguistic Structure
PDF URL
2012
Combinatory Categorial Grammars for Robust Natural Language Processing  
Mark Steedman
NASSLLI

2012
Using unsupervised dependency features for part-of-speech induction  
Christos Christodoulopoulos, Mark Steedman
EMNLP-Submission
PDF URL
2012
A Probabilistic Model of Syntactic and Semantic Acquisition from Child-Directed Utterances and their Meanings  
Tom Kwiatkowski, Sharon Goldwater, Luke S Zettlemoyer, Mark Steedman
European Chapter of the Association for Computational Linguistics
PDF URL
2012
A Phrase-Discovering Topic Model Using Hierarchical Pitman-Yor Processes  
Robert V Lindsey, William P Headden III, Michael J Stipicevic
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes  
Michael Bryant, Erik B Sudderth
Advances in Neural Information Processing Systems (NIPS)
PDF URL
2012
Improved Combinatory Categorial Grammar Induction with Boundary Words and Bayesian Inference  
Yun Huang, Min Zhang, Chew Lim Tan
Proceedings of the 24rd International Conference on Computational Linguistics (Coling 2012)
PDF URL
2012
TikZ \\& PGF Manual  
Till Tantau
book
PDF URL
2012
Discovering Diverse and Salient Threads in Document Collections  
Jennifer Gillenwater, Alex Kulesza, Ben Taskar
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
Determinantal Point Processes  
Alex Kulesza, Ben Taskar
Uncertainty in Artificial Intelligence
PDF URL
2012
Wiki-ly Supervised Part-of-Speech Tagging  
Shen Li, Jo{\~a}o V Graca, Ben Taskar
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
A Fast and Simple Algorithm for Training Neural Probabilistic Language Models  
Andriy Mnih, Yee-Whye Teh
ArXiv
PDF URL
2012
Distributional Semantics in Technicolor  
Elia Bruni, Gemma Boleda, Marco Baroni, Nam-Khanh Tran
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2012
Incremental Joint Approach to Word Segmentation, POS Tagging, and Dependency Parsing in Chinese  
Jun Hatori, Takuya Matsuzaki, Yusuke Miyao, Jun'ichi Tsujii
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF
2012
Combining the Sparsity and Unambiguity Biases for Grammar Induction  
Kewei Tu
NAACL HLT Workshop on Induction of Linguistic Structure
PDF URL
2012
Spectral Learning of Latent-Variable PCFGs  
Shay B Cohen, Karl Stratos, Michael Collins, Dean P Foster, Lyle Ungar
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2012
Spectral Dependency Parsing with Latent Variables  
Paramveer S Dhillon, Jordan Rodu, Michael Collins, Dean P Foster, Lyle H Ungar
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF
2012
Capturing Paradigmatic and Syntagmatic Lexical Relations: Towards Accurate Chinese Part-of-Speech Tagging  
WeiWei Sun, Hans Uskoreit
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
URL
2012
Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure  
Oscar Tackstr{\"o}ma, Ryan McDonald, Jakob Uszkoreit
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
A Feature-Rich Constituent Context Model for Grammar Induction  
Dave Golland, John DeNero, Jakob Uszkoreit
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
PDF
2012
Multiple Narrative Disentanglement: Unraveling Infinite Jest  
Byron C. Wallace
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2012
Exploring Scientists'Working Timetable: Do Scientists Often Work Overtime?  
Xianwen Wang, Shenmeng Xu, Lian Peng, Zhi Wang, Chuanli Wang, Chunbo Zhang, Xianbing Wang
Journal of Informetrics
PDF URL
2012
A Tractable First-Order Probabilistic Logic  
Pedro Domingos, W. Austin Webb
Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12)
PDF URL
2012
Unsupervised SVMs: On the Complexity of the Furthest Hyperplane Problem  
Zohar Karnin, Edo Liberty, Shachar Lovett, Roy Schwartz, Omri Weinstein
The Journal of Machine Learning Research
PDF URL
2012
A Morphologically Annotated Hebrew CHILDES Corpus  
Aviad Albert, Brian MacWhinney, Bracha Nir, Shuly Wintner
Proceedings of the Workshop on Computational Models of Language Acquisition and Loss
PDF URL
2012
Iterative Viterbi A* Algorithm for K-Best Sequential Decoding  
Zhiheng Huang, Yi Chang, Bo Long, Jean-Francois Crespo, Anlei Dong, Sathiya Keerthi, Su-Lin Wu
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
URL
2012
Understanding and Predicting Importance in Images  
Alexander C Berg, Tamara L Berg, Hal Daum{\'e}III, Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa Mensch, Margaret Mitchell, Aneesh Sood, Karl Stratos, Kota Yamaguchi
IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2012
Learning Syntactic Categories Using Paradigmatic Representations of Word Context  
Mehmet Ali Yatbaz, Enis Sert, Deniz Yuret
conference
PDF URL
2012
Exploiting Reducibility in Unsupervised Dependency Parsing  
David Marecek, Zdenek Zabokrtsky
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF URL
2012
Unsupervised Dependency Parsing using Reducibility and Fertility features  
David Marecek, Zdenek Zabokrtsky
NAACL HLT Workshop on Induction of Linguistic Structure
PDF URL
2012
A Spectral Algorithm for Learning Hidden Markov Models  
Daniel Hsu, Sham M Kakade, Tong Zhang
Journal of Computer and System Sciences
PDF URL
2012
Unified Dependency Parsing of Chinese Morphological and Syntactic Structures  
Zhongguo Li, Guodong Zhou
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
PDF
2012
Proceedings of the 25th annual ACM symposium on User interface software and technology - UIST '12  
Jerry Talton, Lingfeng Yang, Ranjitha Kumar, Maxine Lim, Noah Goodman, Radom{\'\\i}r M{\v e}ch
the 25th annual ACM symposium
PDF
2013
Starting from Scratch in Semantic Role Labeling: Early Indirect Supervision  
Michael Connor, Cynthia Fisher, Dan Roth, Aline Villavicencio, Thierry Poibeau, Anna Korhonen, Afra Alishahi
Theory and Applications of Natural Language Processing
PDF
2013
Semi-supervised Constituent Grammar Induction Based on Text Chunking Information  
Jesus Santamaria, Lourdes Araujo
International Conference on Intelligent Text Processing and Computational Linguistics
URL
2013
Minimizing Finite Sums with the Stochastic Average Gradient  
Mark Schmidt, Nicolas Le Roux, Francis Bach
Mathematical Programming
PDF URL
2013
Learning a Part-of-Speech Tagger from Two Hours of Annotation  
Dan Garrette, Jason Baldridge
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF
2013
Memory Constraints on Infant Learning From Picture Books, Television, and Touchscreens  
Rachel Barr
Child Development Perspectives
PDF URL
2013
Using Semantic Unification to Generate Regular Expressions from Natural Language  
Nate Kushman, Regina Barzilay
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF
2013
Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax  
Emily M. Bender
Synthesis Lectures on Human Language Technologies
URL
2013
How to Construct Deep Recurrent Neural Networks  
Razvan Pascanu, {\c C}a{\u g}lar G{\"u}l{\c c}ehre, Kyunghyun Cho, Yoshua Bengio
rd International Conference on Learning Representations
PDF URL
2013
Graphical Models  
Christopher Bishop
MLSS
PDF URL
2013
Black Box Variational Inference  
Rajesh Ranganath, Sean Gerrish, David M Blei
arXiv.org
PDF URL
2013
Practical Collapsed Stochastic Variational Inference for the HDP  
Arnim Bleier
arXiv
PDF URL
2013
The Role of Syntax in Vector Space Models of Compositional Semantics  
Karl Moritz Hermann, Phil Blunsom
Association for Computational Linguistics
PDF URL
2013
Adaptor Grammars for Learning Non-Concatenative Morphology  
Jan A Botha, Phil Blunsom
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
PDF URL
2013
Collapsed Variational Bayesian Inference for PCFGs  
Pengyu Wang, Phil Blunsom
Proceedings of the Seventeenth Conference on Computational Natural Language Learning
PDF URL
2013
Collapsed Variational Bayesian Inference for Hidden Markov Models  
Pengyu Wang, Phil Blunsom
Proceedings of the 16th International Conference on Artificial Intelligence and Statistics (AISTATS)
PDF URL
2013
Multilayer Neural Networks  
L{\'e}on Bottou
MLSS
PDF URL
2013
Online Latent Dirichlet Allocation with Infinite Vocabulary  
Ke Zhai, Jordan Boyd-Graber
Proceedings of the 30th International Conference on Machine Learning
PDF URL
2013
Natural Recursion doesn't work that way: automata in planning and syntax  
Cem Bozsahin
Philosophy and Theory of Artificial Intelligence
PDF URL
2013
Parser lexicalisation through self-learning  
Marek Rei, Ted Briscoe
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF
2013
Reading Literary Fiction Improves Theory of Mind  
D C Kidd, E Castano
Science
PDF URL
2013
An Iterated Learning Framework for Unsupervised Part-of-Speech Induction  
Christos Christodoulopoulos
An Iterated Learning Framework for Unsupervised Part-of-Speech Induction
PDF URL
2013
Answer Extraction as Sequence Tagging with Tree Edit Distance  
Xuchen Yao, Benjamin Van Durme, Chris Callison-Burch, Peter Clark
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
URL
2013
A generative probabilistic framework for learning spatial language  
Colin Reimer Dawson, John Wright, Antons Rebguns, Marco Valenzuela Escarcega, Daniel Fried, Paul R Cohen
The Third IEEE International Conference on Development and Learning and on Epigenetic Robotics
PDF URL
2013
Optimal Beam Search for Machine Translation  
Alexander Rush, Yin-Wen Chang, Michael Collins
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
PDF URL
2013
Approximate PCFG Parsing Using Tensor Decomposition  
Shay B Cohen, Giorgio Satta, Michael Collins
North American chapter of the Association for Computational Linguistics conference
URL
2013
A Thousand Frames in Just a Few Words: Lingual Description of Videos through Latent Topics and Sparse Object Stitching  
P. Das, C. Xu, R. F. Doell, J. J. Corso
{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}
PDF URL
2013
Joint Apposition Extraction with Syntactic and Semantic Constraints  
Will Radford, James Curran
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
URL
2013
Grounding Spatial Relations for Human-Robot Interaction  
Sergio Guadarrama, Lorenzo Riano, Dave Golland, Daniel G{\"o}hring, Jia Yangqing, Dan Klein, Pieter Abbeel, Trevor Darrell
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
PDF URL
2013
Demystifying Information-Theoretic Clustering  
Greg Ver Steeg, Aram Galstyan, Fei Sha, Simon DeDeo
Proceedings of The st International Conference on Machine Learning ICML
PDF
2013
Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms  
Rina Dechter
Synthesis Lectures on Artificial Intelligence and Machine Learning
PDF URL
2013
Learning Graphical Model Parameters with Approximate Marginal Inference  
J Domke
IEEE Transactions on Pattern Analysis and Machine Intelligence
URL
2013
Dynamic Feature Selection for Dependency Parsing  
He He, Hal Daum{\'e}III, Jason Eisner
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
PDF URL
2013
Nonconvex Global Optimization for Latent-Variable Models  
Matthew R Gormley, Jason Eisner
Association for Computational Linguistics

2013
A Comparison of Blue Light and Caffeine Effects on Cognitive Function and Alertness in Humans  
C Martyn Beaven, Johan Ekstr{\"o}m
PLoS ONE
PDF
2013
Word Segmentation, Unknown-word Resolution, and Morphological Agreement in a Hebrew Parsing System  
Yoav Goldberg, Michael Elhadad
Computational Linguistics
PDF URL
2013
Expanding the breadth and detail of object recognition  
Ian Endres
journal
PDF URL
2013
Paraphrase-Driven Learning for Open Question Answering  
Anthony Fader, Luke S Zettlemoyer, Oren Etzioni
Association for Computational Linguistics
PDF URL
2013
Visualizing and Understanding Convolutional Networks  
Matthew D Zeiler, Rob Fergus
ArXiv
PDF URL
2013
Cognitive constraints on constituent order: Evidence from elicited pantomime  
Matthew L Hall, Rachel I Mayberry, Victor S Ferreira
Cognition
PDF
2013
Action at a distance: dependency sensitivity in a New World primate  
Andrea Ravignani, Ruth-Sophie Sonnweber, Nina Stobbe, W Tecumseh Fitch
Biology Letters
PDF
2013
Understanding pictures of rooms  
David Forsyth
Communications of the ACM
PDF
2013
Attribute Based Object Identification  
Yuyin Sun, Liefeng Bo, Dieter Fox
ICRA
PDF URL
2013
Bayesian Nonparametrics with Research vignettes  
Zoubin Ghahramani
MLSS
PDF URL
2013
Probabilistic Modelling and Bayesian Inference  
Zoubin Ghahramani
MLSS
PDF URL
2013
Exploring the utility of joint morphological and syntactic learning from child-directed speech  
Stella Frank, Frank Keller, Sharon Goldwater
Empirical Methods in Natural Language Processing
PDF URL
2013
Minimally-Supervised Morphological Segmentation using Adaptor Grammars  
Kairit Sirts, Sharon Goldwater
Transactions of the Association for Computational Linguistics
PDF URL
2013
Unsupervised dependency parsing with acoustic cues  
John K Pate, Sharon Goldwater
Transactions of the Association for Computational Linguistics
PDF URL
2013
Generating Sequences With Recurrent Neural Networks  
Alex Graves
ArXiv
URL
2013
Syntactic Annotation of the Hebrew CHILDES Corpora  
Shai Gretz
Technion
PDF URL
2013
Word frequency, function words and the second gavagai problem  
Jean-R{\'e}my Hochmann
Cognition
PDF URL
2013
An HDP Model for Inducing Combinatory Categorial Grammars  
Yonatan Bisk, Julia Hockenmaier
Transactions of the Association for Computational Linguistics
PDF URL
2013
Framing Image Description as a Ranking Task: Data, Models and Evaluation Metrics  
Micah Hodosh, Peter Young, Julia Hockenmaier
JAIR
PDF URL
2013
Probabilistic induction for an incremental semantic grammar  
Arash Eshghi, Matthew Purver, Julian Hough
Proceedings of the 10th International Conference on Computational Semantics (IWCS)
PDF URL
2013
Optimal Incremental Parsing via Best-First Dynamic Programming  
Kai Zhao, James Cross, Liang Huang
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
PDF URL
2013
Efficient Implementation of Beam-Search Incremental Parsers  
Yoav Goldberg, Kai Zhao, Liang Huang
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
PDF
2013
A Video Representation Using Temporal Superpixels  
Jason Chang, Donglai Wei, John W. Fisher III
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF
2013
Evidence for Implicit Learning in Syntactic Comprehension  
Alex B Fine, T Florian Jaeger
Cognitive Science
PDF URL
2013
Algorithms for Structural Learning with Decompositions  
Rajhans Samdani, Dan Roth, David Forsyth, Mark Hasegawa-Johnson, Thorsten Joachims
Algorithms for Structural Learning with Decompositions
PDF URL
2013
Training Parsers on Incompatible Treebanks  
Richard Johansson
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2013
Parsing entire discourses as very long strings: Capturing topic continuity in grounded language learning  
Minh-Thang Luong, Michael C Frank, Mark Johnson
Transactions of the Association for Computational Linguistics
PDF URL
2013
A Non-Monotonic Arc-Eager Transition System for Dependency Parsing  
Matthew Honnibal, Yoav Goldberg, Mark Johnson
Conference on Computational Natural Language Learning
PDF URL
2013
The effect of non-tightness on Bayesian estimation of PCFGs  
Shay B Cohen, Mark Johnson
Association for Computational Linguistics
PDF
2013
On statistics, computation and scalability  
Michael I Jordan
Bernoulli
PDF URL
2013
Streaming Variational Bayes  
Tamara Broderick, Nicholas Boyd, Andre Wibisono, Ashia C Wilson, Michael I Jordan
arXiv
PDF URL
2013
Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction  
Valentin I Spitkovsky, Hiyan Alshawi, Daniel Jurafsky
Empirical Methods in Natural Language Processing
PDF URL
2013
Incremental Tree Substitution Grammar for Parsing and Sentence Prediction  
Federico Sangati, Frank Keller
Transactions of the Association for Computational Linguistics
PDF
2013
Learning Dependency-Based Compositional Semantics  
Percy Liang, Michael I Jordan, Dan Klein
Computational Linguistics
PDF
2013
Incremental, Predictive Parsing with Psycholinguistically Motivated Tree-Adjoining Grammar  
Vera Demberg, Frank Keller, Alexander Koller
Computational Linguistics
PDF
2013
Structured Machine Learning for Mapping Natural Language to Spatial Ontologies  
Parisa Kordjamshidi
journal
PDF URL
2013
Weakly supervised parsing with rules  
C Cerisara, A Lorenzo, P Kral
KRAL
PDF
2013
Mildly Non-Projective Dependency Grammar  
Marco Kuhlmann
Computational Linguistics
PDF
2013
Dissociating N400 Effects of Prediction from Association in Single-word Contexts  
Ellen F Lau, Phillip J Holcomb, Gina R Kuperberg
dx.doi.org
PDF
2013
Judging Words by Their Covers and the Company They Keep: Probabilistic Cues Support Word Learning  
Jill Lany
Child Development
PDF URL
2013
Inducing Document Plans for Concept-to-Text Generation  
Ioannis Konstas, Mirella Lapata
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
PDF URL
2013
Universal Dependency Annotation for Multilingual Parsing  
Ryan McDonald, Joakim Nivre, Yvonne Quirmbach-Brundage, Yoav Goldberg, Dipanjan Das, Kuzman Ganchev, Keith Hall, Slav Petrov, Hao Zhang, Oscar Tackstr{\"o}ma, Caludia Bedini, N{\'u}ria Bertomeu Castell{\'o}, Jungmee Lee
Association for Computational Linguistics
PDF
2013
Surprisal, the PDC, and the primary locus of processing difficulty in relative clauses  
Edward Gibson, Roger Levy
Frontiers in Psychology
PDF URL
2013
The effect of word predictability on reading time is logarithmic  
Nathaniel J Smith, Roger Levy
Cognition
PDF URL
2013
Lambda Dependency-Based Compositional Semantics  
Percy Liang
ArXiv
PDF URL
2013
Bilingually-Guided Monolingual Dependency Grammar Induction  
Kai Liu, Yajuan L u, Wenbin Jiang, Qun Liu
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF
2013
Active Learning for Teaching a Robot Grounded Relational Symbols  
Johannes Kulick, Marc Toussaint, Tobias Lang, Manuel Lopes
Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence
PDF
2013
How language production shapes language form and comprehension  
Maryellen C MacDonald
Frontiers in Psychology
PDF URL
2013
Deep Learning for NLP (without Magic)  
Richard Socher, Christopher D Manning
North American chapter of the Association for Computational Linguistics conference
PDF URL
2013
Philosophers are Mortal: Inferring the Truth of Unseen Facts  
Gabor Angeli, Christopher D Manning
Proceedings of the Seventeenth Conference on Computational Natural Language Learning
PDF URL
2013
ClusterCluster: Parallel Markov Chain Monte Carlo for Dirichlet Process Mixtures  
Dan Lovell, Jonathan Malmaud, Ryan P Adams, Vikash K Mansinghka
arXiv
PDF URL
2013
Finding Optimal 1-Endpoint-Crossing Trees  
Emily Pitler, Sampath Kannan, Mitchell P Marcus
Transactions of the Association for Computational Linguistics
PDF URL
2013
Relation Extraction with Matrix Factorization and Universal Schemas  
Sebastian Riedel, Limin Yao, Andrew McCallum, Benjamin M Marlin
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
URL
2013
Unsupervised joke generation from big data  
Sa{\v s}a Petrovi{\'c}, David Matthews
Association for Computational Linguistics
PDF URL
2013
A Variational Approximation for Topic Modeling of Hierarchical Corpora  
Do-kyum Kim, Geoffrey Voelker, Lawrence K Saul, Sanjoy Dasgupta, David McAllester
Proceedings of the 30th International Conference on Machine Learning (ICML-13)
PDF URL
2013
Integrating Multiple Dependency Corpora for Inducing Wide-coverage Japanese CCG Resources  
Sumire Uematsu, Takuya Matsuzaki, Hiroki Hanaoka, Yusuke Miyao, Hideki Mima
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF
2013
The Role of Universal Constraints in Language Acquisition  
Leonor Becerra-Bonache, Veronica Dahl, J Emilio Miralles
International Workshop on Constraint Solving and Language Processing
PDF URL
2013
Vector Space Semantic Parsing: A Framework for Compositional Vector Space Models  
Jayant Krishnamurthy, Tom Mitchell
Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality
URL
2013
Bayesian Nonparametric Inference --Why and How  
Peter M{\"u}ller, Riten Mitra
Bayesian Analysis
PDF URL
2013
A Semantically Enhanced Approach to Determine Textual Similarity  
Eduardo Blanco, Dan Moldovan
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
PDF URL
2013
Unsupervised Linguistically-Driven Reliable Dependency Parses Detection and Self-Training for Adaptation to the Biomedical Domain  
Felice Dell'Orletta, Giulia Venturi, Simonetta Montemagni
Proceedings of the 2013 Workshop on Biomedical Natural Language Processing
PDF URL
2013
Adapting Discriminative Reranking to Grounded Language Learning  
Joohyun Kim, Raymond Mooney
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2013
Montague Meets Markov: Deep Semantics with Probabilistic Logical Form  
Islam Beltagy, Cuong Chau, Gemma Boleda, Dan Garrette, Katrin Erk, Raymond Mooney
Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity
URL
2013
Joint Arc-factored Parsing of Syntactic and Semantic Dependencies  
Xavier Llu{\'\\i}s, Xavier Carreras, Llu{\'\\i}s M{\`a}rquez
Transactions of the Association for Computational Linguistics
PDF URL
2013
Parsing with Compositional Vector Grammars  
Richard Socher, John Bauer, Christopher D Manning, Andrew Y Ng
Association for Computational Linguistics
URL
2013
Grounded Compositional Semantics for Finding and Describing Images with Sentences  
Richard Socher, Andrej Karpathy, Quoc V. Le, Christopher D Manning, Andrew Y Ng
Transactions of the Association for Computational Linguistics
URL
2013
Weakly Supervised Part-of-Speech Tagging with Coupled Token and Type Constraints  
Oscar T{\"a}ckstr{\"o}m, Dipanjan Das, Slav Petrov, Ryan McDonald, Joakim Nivre
Transactions of the Association for Computational Linguistics
PDF URL
2013
Question Answering Using Enhanced Lexical Semantic Models  
Wen-tau Yih, Ming-Wei Chang, Christopher Meek, Andrzej Pastusiak
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2013
Predictability effects in language acquisition  
John K Pate
journal
PDF
2013
Rapid Expectation Adaptation during Syntactic Comprehension  
Alex B Fine, T Florian Jaeger, Thomas A Farmer, Ting Qian, Kevin Paterson
PLoS ONE
PDF
2013
Grounding Action Descriptions in Videos  
Mechaela Regneri, Marcus Rohrbach, Dominikus Wetzel, Stefan Thater, Bernt Schiele, Manfred Pinkal
Transactions of the Association for Computational Linguistics
PDF
2013
Accurate prediction of protein enzymatic class by N-to-1 Neural Networks  
Viola Volpato, Alessandro Adelfio, Gianluca Pollastri
Computational Intelligence in Bioinformatics and Biostatistics: new trends from the CIBB conference series
PDF URL
2013
Grounded Unsupervised Semantic Parsing  
Hoifung Poon
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2013
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank  
Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Christopher D Manning, Andrew Y Ng, Christopher Potts
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
PDF URL
2013
Unsupervised Spectral Learning of WCFG as Low-rank Matrix Completion  
Rapha{\"e}l Bailly, Xavier Carreras, Franco M Luque, Adriadna Quattoni
Empirical Methods in Natural Language Processing
PDF URL
2013
Rule-Based Information Extraction is Dead! Long Live Rule-Based Information Extraction Systems!  
Laura Chiticariu, Yunyao Li, Frederick R Reiss
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
PDF URL
2013
Playing Atari with Deep Reinforcement Learning  
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin Riedmiller
NIPS Deep Learning Workshop
PDF URL
2013
One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling  
Ciprian Chelba, Tomas Mikolov, Mike Schuster, Qi Ge, Thorsten Brants, Phillipp Koehn, Tony Robinson
ArXiv
PDF URL
2013
Crowdsourcing a Normative Natural Language Dataset: A Comparison of Amazon Mechanical Turk and In-Lab Data Collection  
Daniel R Saunders
Journal of Medical Internet Research
PDF
2013
A Noisy-Channel Account of Crosslinguistic Word-Order Variation  
Edward Gibson, Steven T Piantadosi, Kimberly Brink, Leon Bergen, Eunice Lim, Rebecca Saxe
Psychological Science
PDF URL
2013
Minimizing Finite Sums with the Stochastic Average Gradient Algorithm  
Mark Schmidt
misc
PDF URL
2013
Grounded Language Learning from Video Described with Sentences  
Haonan Yu, Jeffrey Mark Siskind
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2013
Communication Leads to the Emergence of Sub-optimal Category Structures  
Catriona Silvey, Simon Kirby, Kenny Smith
Cognitive Science
PDF URL
2013
Improved Part-of-Speech Tagging for Online Conversational Text with Word Clusters  
Olutobi Owoputi, Brendan O'Conor, Chris Dyer, Kevin Gimpel, Nathan Schneider, Noah A Smith
North American chapter of the Association for Computational Linguistics conference
URL
2013
The use of referential context in children's online interpretation of adjectives  
Yi Ting Huang, Jesse Snedeker
Developmental Psychology
PDF URL
2013
Down-stream effects of tree-to-dependency conversions  
Jakob Elming, Anders Johannsen, Sigrid Klerke, Emanuele Lapponi, Hector Martinez, Anders Sogaard
Proceedings of NAACL-HLT 2013
PDF URL
2013
Probabilistic Topic and Syntax Modeling with Part-of-Speech LDA  
William M Darling, Fei Song
arXiv
PDF URL
2013
Grammar Induction and Parsing with Dependency-And-Boundary Models  
Valentin I Spitkovsky
Stanford University
PDF URL
2013
The Effect of Higher-Order Dependency Features in Discriminative Phrase-Structure Parsing  
Gregory F Coppola, Mark Steedman
Association for Computational Linguistics
PDF URL
2013
Combined Distributional and Logical Semantics  
Mike Lewis, Mark Steedman
Transactions of the Association for Computational Linguistics
PDF URL
2013
Using CCG categories to improve Hindi dependency parsing  
Bharat Ram Ambati, Tejaswini Deoskar, Mark Steedman
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
PDF URL
2013
The Use of Geese Theatre Methods in Developing Adolescent Identity: How Role-Play and Mask Can Help Young People Discover Their Sense of Self in a Media-Driven World  
Avital Stolar
The Use of Geese Theatre Methods in Developing Adolescent Identity: How Role-Play and Mask Can Help Young People Discover Their Sense of Self in a Media-Driven World
PDF URL
2013
Stop-probability estimates computed on a large corpus improve Unsupervised Dependency Parsing  
David Marecek, Milan Straka
Association for Computational Linguistics
PDF
2013
Tasks in automatic semantic analysis: Introduction to the special issue  
Katrin Erk, Carlo Strapparava
Language Resources and Evaluation
PDF URL
2013
Toward Interactive Grounded Language Acquisition  
Thomas Kollar, Jayant Krishnamurthy, Grant Strimel
Robotics: Science and Systems
PDF
2013
Syntactic Priming without Lexical Overlap in Reading Comprehension  
C S Kim, K M Carbary, M K Tanenhaus
Language and Speech
PDF URL
2013
Risk Bounds of Learning Processes for L{\'e}vy Processes  
Chao Zhang, Dacheng Tao
The Journal of Machine Learning Research
PDF URL
2013
Bayesian Nonparametrics  
Yee-Whye Teh
MLSS
PDF URL
2013
Dirichlet draws are sparse with high probability  
Matus Telgarsky
ArXiv
PDF
2013
Neural Stem Cells: Generating and Regenerating the Brain  
Fred H Gage, Sally Temple
Neuron
PDF
2013
Simulation as an engine of physical scene understanding  
Peter W. Battaglia, Jessica B. Hamrick, Joshua B. Tenenbaum
PNAS
PDF URL
2013
Are all training examples equally valuable?  
Agata Lapedriza, Hamed Pirsiavash, Zoya Bylinskii, Antonio Torralba
arXiv
PDF URL
2013
A Unified Morpho-Syntactic Scheme of Stanford Dependencies  
Reut Tsarfaty
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
PDF URL
2013
Chinese CCGBank: Deep Derivations and Dependencies for Chinese CCG Parsing  
Daniel Tse
Chinese CCGBank: Deep Derivations and Dependencies for Chinese CCG Parsing
PDF URL
2013
Distributional Semantics Beyond Words: Supervised Learning of Analogy and Paraphrase  
Peter D Turney
Transactions of the Association for Computational Linguistics
PDF URL
2013
Experiments with Spectral Learning of Latent-Variable PCFGs  
Shay B Cohen, Karl Stratos, Michael Collins, Dean P Foster, Lyle Ungar
North American chapter of the Association for Computational Linguistics conference
PDF URL
2013
Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction  
Jason Weston, Antoine Bordes, Oksana Yakhnenko, Nicolas Usunier
arXiv
URL
2013
Learning environmental knowledge from task-based human-robot dialog  
Thomas Kollar, Vittorio Perera, Daniele Nardi, Manuela Veloso
2013 IEEE International Conference on Robotics and Automation (ICRA)
PDF URL
2013
Sex differences in the structural connectome of the human brain  
Madhura Ingalhalikar, Alex Smith, Drew Parker, Theodore D Satterthwaite, Mark A Elliott, Kosha Ruparel, Hakon Hakonarson, Raquel E Gur, Ruben C Gur, Ragini Verma
Proceedings of the National Academy of Sciences
URL
2013
Communication and Categorization: New Insights into the Relation Between Speech, Labels and Concepts for Infants  
Brock Ferguson, Sandra R Waxman
CogSci
PDF URL
2013
Nonhuman primate vocalizations support categorization in very young human infants  
Alissa L Ferry, Susan J Hespos, Sandra R Waxman
Proceedings of the National Academy of Sciences
PDF URL
2013
Fine-grained Semantic Typing of Emerging Entities  
Ndapadula Nakashole, Tomasz Tylenda, Gerhard Weikum
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2013
Auto-Encoding Variational Bayes  
Diederik P Kingma, Max Welling
ArXiv
PDF URL
2013
Discovering roles and types from hierarchical information networks  
Timothy Weninger
University of Illinois at Urbana-Champaign
PDF
2013
Parsing Hebrew CHILDES transcripts  
Shai Gretz, Alon Itai, Brian MacWhinney, Bracha Nir, Shuly Wintner
Language Resources and Evaluation
PDF
2013
The Hebrew CHILDES corpus: transcription and morphological analysis  
Aviad Albert, Brian MacWhinney, Bracha Nir, Shuly Wintner
Language Resources and Evaluation
PDF URL
2013
A Joint Learning Model of Word Segmentation, Lexical Acquisition, and Phonetic Variability  
Micha Elsner, Sharon Goldwater, Naomi H Feldman, Frank Wood
Empirical Methods in Natural Language Processing
PDF URL
2013
Optimization (and Learning)  
Stephen J Wright
MLSS
PDF URL
2013
Parallel Markov Chain Monte Carlo for Nonparametric Mixture Models  
Sinead A Williamson, Avinava Dubey, Eric P Xing
Proceedings of the 30th International Conference on Machine Learning
PDF URL
2013
Frege in Space: A Program for Compositional DistributionalSemantics  
Marco Baroni, Raffaella Bernardi, Roberto Zamparelli
Linguistic Issues in Language Technologies LiLT
PDF
2013
Recognizing Textual Entailment: Models and Applications  
Ido Dagan, Dan Roth, M Sammons, Fabio Massimo Zanzotto
book
PDF URL
2013
Semantic Parsing with Combinatory Categorial Grammars  
Yoav Artzi, Nicholas FitzGerald, Luke S Zettlemoyer
Association for Computational Linguistics
PDF URL
2013
Scaling Semantic Parsers with On-the-Fly Ontology Matching  
Tom Kwiatkowski, Eunsol Choi, Yoav Artzi, Luke S Zettlemoyer
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
PDF URL
2013
Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to Actions  
Yoav Artzi, Luke S Zettlemoyer
Transactions of the Association for Computational Linguistics
PDF URL
2013
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization  
Shai Shalev-Shwartz, Tong Zhang
The Journal of Machine Learning Research
PDF
2013
Beyond Conditionals: Structured Prediction for Interacting Processes  
Brian Ziebart
AIIS
PDF URL
2013
Linguistic Regularities in Continuous Space Word Representations  
Tomas Mikolov, Wen-tau Yih, Geoffrey Zweig
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2013
Efficient Higher-Order CRFs for Morphological Tagging  
Thomas Mueller, Helmut Schmid, Hinrich Sch u tze
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
URL
2013
Survey on parsing three dependency representations for English  
Angelina Ivanova, Stephan Oepen, Lilja {\O}vrelid
51st Annual Meeting of the Association for Computational Linguistics Proceedings of the Student Research Workshop
PDF
2014
Specific Non-Gluten Proteins of Wheat are Novel Target Antigens in Celiac Disease Humoral Response  
Sina Huebener, Charlene K Tanaka, Melanie Uhde, John J Zone, William H Vensel, Donald D Kasarda, Leilani Beams, Chiara Briani, Peter H R Green, Susan B Altenbach, Armin Alaedini
Journal of Proteome Research
PDF URL
2014
Pattern-based unsupervised parsing method  
Jesus Santamaria, Lourdes Araujo
Natural Language Engineering
PDF URL
2014
Weakly-Supervised Learning with Cost-Augmented Contrastive Estimation  
Kevin Gimpel, Mohit Bansal
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
PDF
2014
Multimodal distributional semantics  
Elia Bruni, Nam-Khanh Tran, Marco Baroni
Journal of Artificial Intelligence Research
PDF
2014
Multilingual Part-of-Speech Tagging: Two Unsupervised Approaches  
Tahira Naseem, Benjamin Snyder, Jacob Eisenstein, Regina Barzilay
JAIR
PDF URL
2014
Generative Adversarial Networks  
Ian J Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, Yoshua Bengio
ArXiv
URL
2014
Learning Phrase Representations using RNN Encoder--Decoder for Statistical Machine Translation  
Kyunghyun Cho, Bart van Merrienboer, Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, Yoshua Bengio
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
PDF URL
2014
Embedding Word Similarity with Neural Machine Translation  
Felix Hill, Kyunghyun Cho, Sebastien Jean, Coline Devin, Yoshua Bengio
ArXiv
PDF URL
2014
Combining Supervised and Unsupervised Parsing for Distributional Similarity  
Martin Riedl, Irina Alles, Chris Biemann
COLING
PDF URL
2014
Modelling the Lexicon in Unsupervised Part of Speech Induction  
Greg Dubbin, Phil Blunsom
ArXiv
PDF URL
2014
A Convolutional Neural Network for Modelling Sentences  
Nal Kalchbrenner, Edward Grefenstette, Phil Blunsom
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2014
Scalable semi-supervised grammar induction using cross-linguistically parameterized syntactic prototypes  
Prachya Boonkwan
The University of Edinburgh
PDF URL
2014
Scalable Semi-Supervised Grammar Induction using Cross-Linguistically Parameterized Syntactic Prototypes  
Prachya Boonkwan
Scalable Semi-Supervised Grammar Induction using Cross-Linguistically Parameterized Syntactic Prototypes
PDF URL
2014
Memory Networks  
Jason Weston, Sumit Chopra, Antoine Bordes
ArXiv
PDF URL
2014
RoBox: CCG with Structured Perceptron for Supervised Semantic Parsing of Robotic Spatial Commands  
Kilian Evang, Johan Bos
Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014)
URL
2014
Adjusting conceptual pacts in three-party conversation.  
Si On Yoon, Sarah Brown-Schmidt
Journal of Experimental Psychology: Learning, Memory, and Cognition
PDF URL
2014
Spatiotemporal coupling between speech and manual motor actions  
Benjamin Parrell, Louis Goldstein, Sungbok Lee, Dani Byrd
Journal of Phonetics
PDF URL
2014
Programming by Demonstration with Situated Semantic Parsing  
Yoav Artzi, Maxwell Forbes, Kenton Lee, Maya Cakmak
2014 AAAI Fall Symposium Series
PDF
2014
Inside the Turk: Understanding Mechanical Turk as a Participant Pool  
Gabriele Paolacci, Jesse Chandler
Current Directions in Psychological Science
PDF
2014
The P-chain: relating sentence production and its disorders to comprehension and acquisition  
Gary S Dell, Franklin Chang
Philosophical Transactions of the Royal Society B: Biological Sciences
PDF URL
2014
Syntactic Function-Based Chinese Lexical Categories and Category Grammar Parsing  
Qingjiang Wang, Lin Zhang, Chengguo Chang
Journal of Software
URL
2014
Smaller, faster and accurate models for statistical machine translation  
Ashish Vaswani, David Chiang
University of Southern California

2014
A massively parallel corpus: the Bible in 100 languages  
Mark Steedman, Christos Christodoulopoulos
Language Resources and Evaluation
PDF URL
2014
Learning Trees from Strings: A Strong Learning Algorithm for some Context-Free Grammars  
Alexander Clark
The Journal of Machine Learning Research
PDF URL
2014
Improving Distributional Semantic Vectors through Context Selection and Normalisation  
Tamara Polajnar, Stephen Clark
Proceedings of the th Conference of the European Chapter of the Association for Computational Linguistics
PDF URL
2014
Is the Stanford Dependency Representation Semantic?  
Rachel Rudinger, Benjamin Van Durme
Proceedings of the Second Workshop on EVENTS: Definition, Detection, Coreference, and Representation
PDF URL
2014
Freebase QA: Information Extraction or Semantic Parsing?  
Xuchen Yao, Jonathan Berant, Benjamin Van Durme
Proceedings of ACL Workshop on Semantic Parsing
PDF URL
2014
Information Extraction over Structured Data: Question Answering with Freebase  
Xuchen Yao, Benjamin Van Durme
Proceedings of ACL
URL
2014
Sabotaged Scientist Sues Yale and Her Lab Chief  
Martin Enserink
Science
PDF URL
2014
Diagram Understanding in Geometry Questions  
Minjoon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence
PDF URL
2014
Multi-Resolution Language Grounding with Weak Supervision  
R Koncel-Kedziorski, Hannaneh Hajishirzi, Ali Farhadi
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
PDF URL
2014
Learning to Discover Efficient Mathematical Identities  
Wojciech Zaremba, Karol Kurach, Rob Fergus
ArXiv
PDF URL
2014
Real-time interpretation of novel events across childhood  
Arielle Borovsky, Kim Sweeney, Jeffrey L Elman, Anne Fernald
Journal of Memory and Language
PDF URL
2014
What Are You Talking About? Text-to-Image Coreference  
Chen Kong, Dahua Lin, Mohit Bansal, Raquel Urtasun, Sanja Fidler
2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF URL
2014
DART: Dense Articulated Real-Time Tracking  
Tanner Schmidt, Richard Newcombe, Dieter Fox
Robotics: Science and Systems
PDF URL
2014
Learning from Unscripted Deictic Gesture and Language for Human-Robot Interactions  
Cynthia Matuszek, Liefeng Bo, Luke S Zettlemoyer, Dieter Fox
Twenty-Eighth AAAI Conference on Artificial Intelligence

2014
Learning words through probabilistic inferences about speakers’ communicative intentions  
Michael C Frank
Language in Interaction: Studies in honor of Eve V. Clark
PDF URL
2014
Semantics, Modelling, and the Problem of Representation of Meaning -- a Brief Survey of Recent Literature  
Yarin Gal
ArXiv
PDF URL
2014
Semantic Frame Identification with Distributed Word Representations  
Karl Moritz Hermann, Dipanjan Das, Jason Weston, Kuzman Ganchev
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF
2014
Ten simple rules for starting a research group  
Yolanda Gil
AI Matters
PDF URL
2014
Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment  
Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson
Transactions of the Association for Computational Linguistics
PDF URL
2014
Intermediary Semantic Representation through Proposition Structures  
Gabriel Stanovsky, Jessica Ficler, Ido Dagani, Yoav Goldberg
Proceedings of the ACL Workshop on Semantic Parsing
PDF URL
2014
Linguistic Regularities in Sparse and Explicit Word Representations  
Omer Levy, Yoav Goldberg
Conference on Computational Natural Language Learning
PDF URL
2014
POS induction with distributional and morphological information using a distance-dependent Chinese restaurant process  
Kairit Sirts, Jacob Eisenstein, Micha Elsner, Sharon Goldwater
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
PDF URL
2014
Weak semantic context helps phonetic learning in a model of infant language acquisition  
Stella Frank, Naomi H Feldman, Sharon Goldwater
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2014
A Type-Driven Tensor-Based Semantics for CCG  
Jean Maillard, Stephen Clark, Edward Grefenstette
EACL 2014 Type Theory and Natural Language Semantics Workshop
PDF
2014
Collaborative effort towards common ground in situated human-robot dialogue  
Joyce Y Chai, Lanbo She, Rui Fang, Spencer Ottarson, Cody Littley, Changsong Liu, Kenneth Hanson
SIGAI, ACM Special Interest Group on Artificial Intelligence
PDF URL
2014
Semantic Parsing Using Content and Context: A Case Study from Requirements Elicitation  
Reut Tsarfaty, Ilia Pogrebezky, Guy Weiss, Yaarit Natan, Smadar Szekely, David Harel
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
URL
2014
A Deep Architecture for Semantic Parsing  
Edward Grefenstette, Phil Blunsom, Nando de Freitas, Karl Moritz Hermann
Proceedings of ACL Workshop on Semantic Parsing

2014
Survey of Academic Field Experiences (SAFE): Trainees Report Harassment and Assault  
Kathryn B. H. Clancy, Robin G. Nelson, Julienne N. Rutherford, Katie Hinde
PLOS ONE
PDF URL
2014
Describing Images in Natural Language Part II  
Julia Hockenmaier
European Chapter of the Association for Computational Linguistics
PDF URL
2014
Describing Images in Natural Language Part I  
Julia Hockenmaier
European Chapter of the Association for Computational Linguistics
PDF URL
2014
Decentralized Variational Bayesian Inference  
Trevor Campbell, Jonathan P How
ArXiv
PDF URL
2014
An Analysis of Unsupervised Pre-training in Light of Recent Advances  
Tom Le Paine, Pooya Khorrami, Wei Han, Thomas S Huang
ArXiv
PDF URL
2014
Investigation of thermal effects on fatigue crack closure using multiscale digital image correlation experiments  
Mallory C Casperson, Jay D Carroll, John Lambros, Huseyin Sehitoglu, Robert H Dodds Jr.
International Journal of Fatigue
PDF URL
2014
Recurrent Models of Visual Attention  
Volodymyr Mnih, Nicolas Heess, Alex Graves, Koray Kavukcuoglu
NIPS
PDF URL
2014
Multiple Object Recognition with Visual Attention  
Jimmy Ba, Volodymyr Mnih, Koray Kavukcuoglu
ArXiv
PDF URL
2014
DenseNet: Implementing Efficient ConvNet Descriptor Pyramids  
Forrest Iandola, Matt Moskewicz, Sergey Karayev, Ross Girshick, Trevor Darrell, Kurt Keutzer
ArXiv
PDF URL
2014
Toward Future Scenario Generation: Extracting Event Causality Exploiting Semantic Relation, Context, and Association Features  
Chikara Hashimoto, Kentaro Torisawa, Julien Kloetzer, Motoki Sano, Istv a n Varga, Jong-Hoon Oh, Yutaka Kidawara
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2014
Less Grammar, More Features  
David Hall, Greg Durrett, Dan Klein
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
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2014
Joint Models for Concept-to-text Generation  
Ioannis Konstas
University of Edinburgh
PDF URL
2014
Gesture and speech in interaction: An overview  
Petra Wagner, Zofia Malisz, Stefan Kopp
Speech Communication
PDF URL
2014
Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors  
Marco Baroni, Georgiana Dinu, Germ a n Kruszewski
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2014
Incandescent affect: Turning on the hot emotional system with bright light  
Alison Jing Xu, Aparna A Labroo
Journal of Consumer Psychology
PDF URL
2014
Incremental Semantic Role Labeling with Tree Adjoining Grammar  
Ioannis Konstas, Frank Keller, Vera Demberg, Mirella Lapata
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
PDF URL
2014
Learning Grounded Meaning Representations with Autoencoders  
Carina Silberer, Mirella Lapata
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2014
Sequence to Sequence Learning with Neural Networks  
Ilya Sutskever, Oriol Vinyals, Quoc V. Le
ArXiv
PDF
2014
Language and Wallace's problem  
S Levinson
Science
PDF URL
2014
word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method  
Yoav Goldberg, Omer Levy
ArXiv
PDF URL
2014
Semantic Parsing via Paraphrasing  
Jonathan Berant, Percy Liang
Association for Computational Linguistics
PDF
2014
Talking to computers in natural language  
Percy Liang
XRDS: Crossroads, The ACM Magazine for Students
URL
2014
Why do linear SVMs trained on HOG features perform so well?  
Hilton Bristow, Simon Lucey
ArXiv
PDF
2014
What we have learned  
Brian MacWhinney
Journal of Child Language
PDF
2014
Item-based patterns in early syntactic development  
Brian MacWhinney
Constructions, collocations, patterns
PDF URL
2014
Fast and Robust Neural Network Joint Models for Statistical Machine Translation  
Jacob Devlin, Rabih Zbib, Zhongqiang Huang, Thomas Lamar, Richard Schwartz, John Makhoul
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2014
Deformable Part Models are Convolutional Neural Networks  
Ross Girshick, Forrest Iandola, Trevor Darrell, Jitendra Malik
ArXiv
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2014
A Fast and Accurate Dependency Parser using Neural Networks  
Danqi Chen, Christopher D Manning
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
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2014
GloVe: Global Vectors for Word Representation  
Jeffrey Pennington, Richard Socher, Christopher D. Manning
Empirical Methods in Natural Language Processing (EMNLP)
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2014
Recursive Neural Networks for Learning Logical Semantics  
Samuel R Bowman, Christopher Potts, Christopher D Manning
ArXiv
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2014
Word Representations via Gaussian Embedding  
Luke Vilnis, Andrew McCallum
ArXiv
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2014
Joint Syntactic and Semantic Parsing with Combinatory Categorial Grammar  
Jayant Krishnamurthy, Tom M Mitchell
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2014
Vegetarian Diets and Blood Pressure: A Meta-analysis  
Yoko Yokoyama, Kunihiro Nishimura, Neal D Barnard, Misa Takegami, Makoto Watanabe, Akira Sekikawa, Tomonori Okamura, Yoshihiro Miyamoto
JAMA Internal Medicine
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2014
Efficient Markov Logic Inference for Natural Language Semantics  
I Beltagy, Raymond J Mooney
Proceedings of the Fourth International Workshop on Statistical Relational AI at AAAI StarAI-
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2014
Learning Compact Lexicons for CCG Semantic Parsing  
Yoav Artzi, Dipanjan Das, Slav Petrov
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
PDF URL
2014
Deterministic Policy Gradient Algorithms  
David Silver, Guy Lever, Nicolas Heess, Thomas Degris, Daan Wierstra, Martin Riedmiller
Proceedings of The st International Conference on Machine Learning
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2014
Security and Privacy from Untrusted Applications in Modern and Emerging Client Platforms  
Franzi Roesner
University of Washington, Seattle
PDF URL
2014
Asking for Help Using Inverse Semantics  
Stefanie Tellex, Ross A Knepper, Adrian Li, Thomas M. Howard, Daniela Rus, Nicholas Roy
RSS
PDF
2014
Learning Perceptually Grounded Word Meanings from Unaligned Parallel Data  
Stefanie Tellex, Pratiksha Thaker, Joshua Joseph, Nicholas Roy
Machine learning
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2014
Dropout: A Simple Way to Prevent Neural Networks from Overfitting  
Nitish Srivastava, Geoffrey Hinton, Alex Krizhevsky, Ilya Sutskever, Ruslan Salakhutdinov
The Journal of Machine Learning Research
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2014
A Tabular Method for Dynamic Oracles in Transition-Based Parsing  
Yoav Goldberg, Francesco Sartorio, Giorgio Satta
Transactions of the Association for Computational Linguistics
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2014
A New Parsing Algorithm for Combinatory Categorial Grammar  
Marco Kuhlmann, Giorgio Satta
Transactions of the Association for Computational Linguistics
PDF
2014
Tell Me Dave: Context-Sensitive Grounding of Natural Language to Mobile Manipulation Instructions  
Dipendra K Misra, Jaeyong Sung, Kevin Lee, Ashutosh Saxena
Robotics: Science and Systems
PDF
2014
The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities  
H. Kuehne, A. B. Arslan, T. Serre
Proceedings of Computer Vision and Pattern Recognition Conference (CVPR)
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2014
Unsupervised Instance-Based Part of Speech Induction Using Probable Substitutes  
Deniz Yuret, Mehmet Ali Yatbaz, Enis Sert
Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers
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2014
An Arabic CCG approach for determining constituent types from Arabic Treebank  
Ahmed I El-taher, Hitahm M Abo Bakr, Ibrahim Zidan, Khaled Shaalan
Journal of King Saud University - Computer and Information Sciences
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2014
Weakly-Supervised Bayesian Learning of a CCG Supertagger  
Dan Garrette, Chris Dyer, Jason Baldridge, Noah A Smith
Conference on Computational Natural Language Learning
PDF URL
2014
Linguistic Structured Sparsity in Text Categorization  
Dani Yogatama, Noah A Smith
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF
2014
Large-scale Semantic Parsing without Question-Answer Pairs  
Siva Reddy, Mirella Lapata, Mark Steedman
Transactions of the Association for Computational Linguistics
PDF URL
2014
A* CCG Parsing with a Supertag-factored Model  
Mike Lewis, Mark Steedman
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
PDF
2014
Generalizing a Strongly Lexicalized Parser using Unlabeled Data  
T Deoskar, Christos Christodoulopoulos, A Birch, Mark Steedman
European Chapter of the Association for Computational Linguistics
PDF URL
2014
Evolutionary basis for human language  
Mark Steedman
Physics of Life Reviews
PDF URL
2014
Combining Formal and Distributional Models of Temporal and Intensional Semantics  
Mike Lewis, Mark Steedman
Proceedings of the ACL 2014 Workshop on Semantic Parsing
PDF URL
2014
Improved CCG Parsing with Semi-supervised Supertagging  
Mike Lewis, Mark Steedman
Transactions of the Association for Computational Linguistics
PDF URL
2014
Learning relational object categories using behavioral exploration and multimodal perception  
Jivko Sinapov, Connor Schenck, Alexander Stoytchev
IEEE International Conference on Robotics and Automation (ICRA)
PDF URL
2014
Does our speech change when we cannot gesture?  
Marieke Hoetjes, Emiel Krahmer, Marc Swerts
Speech Communication
PDF URL
2014
Effects of perturbation and prosody on the coordination of speech and gesture  
Heather Leavy Rusiewicz, Susan Shaiman, Jana M Iverson, Neil Szuminsky
Speech Communication
PDF
2014
Teaching People How to Teach Robots: The Effect of Instructional Materials and Dialog Design  
Maya Cakmak, Leila Takayama
Proceedings of the 2014 ACM/IEEE International Conference on Human-robot Interaction
PDF URL
2014
Eliciting good teaching from humans for machine learners  
Maya Cakmak, Andrea L. Thomaz
Artificial Intelligence
PDF
2014
Comparison of the EM algorithm and alternatives  
Theresa Springer, Karsten Urban
Numerical Algorithms

2014
An Interactive Approach for Situated Task Specification Through Verbal Instructions  
{\c{C}}etin Meri\\c{c}li, Steven D. Klee, Jack Paparian, Manuela Veloso
Proceedings of the 2014 International Conference on Autonomous Agents and Multi-agent Systems (AAMAS)
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2014
Recurrent Neural Network Regularization  
Wojciech Zaremba, Ilya Sutskever, Oriol Vinyals
3rd International Conference on Learning Representations
PDF URL
2014
Grammatical Relations in Chinese: GB-Ground Extraction and Data-Driven Parsing  
WeiWei Sun, Yantao Du, Xin Kou, Shuoyang Ding, Xiaojun Wan
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
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2014
Integrating Semantic Analysis into Syntactic Parsing: Combining Categorial Grammar and Frame Semantics  
Ke Wang, Rongpei Wang
Journal of Computers
PDF
2014
Back to the Blocks World: Learning New Actions through Situated Human-Robot Dialogue  
Lanbo She, Shaohua Yang, Yu Cheng, Yunyi Jia, Joyce Y. Chai, Ning Xi
Proceedings of 15th SIGDIAL Meeting on Discourse and Dialogue
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2014
The origins of probabilistic inference in human infants  
Stephanie Denison, Fei Xu
Cognition
URL
2014
Linguistic Category Induction and Tagging Using the Paradigmatic Context Representations with Substitute Words  
Mehmet Ali Yatbaz, Deniz Yuret
Ko{\c c} University
PDF URL
2014
A SICK cure for the evaluation of compositional distributional semantic models  
Marco Marelli, Stefano Menini, Marco Baroni, Luisa Bentivogli, Raffaella bernardi, Roberto Zamparelli
Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)
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2014
Morpho-syntactic Lexical Generalization for CCG Semantic Parsing  
Adrienne Wang, Tom Kwiatkowski, Luke S Zettlemoyer
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
PDF URL
2014
Context-dependent Semantic Parsing for Time Expressions  
Kenton Lee, Yoav Artzi, Jesse Dodge, Luke S Zettlemoyer
In Proceedings of the 31st AAAI Conference on Artificial Intelligence
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2014
Two-Stream Convolutional Networks for Action Recognition in Videos  
Karen Simonyan, Andrew Zisserman
Advances in Neural Information Processing Systems 27
PDF URL
2015
Learning language through pictures  
Grzegorz Chrupa{\l}a, {\'A}kos K{\'a}d{\'a}r, Afra Alishahi
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)
URL
2015
Robot Learning Manipulation Action Plans by ``Watching''Unconstrained Videos from the World Wide Web  
Yezhou Yang, Yi Li, Cornelia Ferm{\"u}ller, Yiannis Aloimonos
AAAI
PDF URL
2015
Adam: A Method for Stochastic Optimization  
Diederik P Kingma, Jimmy Ba
3rd International Conference for Learning Representations
PDF URL
2015
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks  
Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Nathan Schneider, Timothy Baldwin
ArXiv
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2015
A Probabilistic Theory of Deep Learning  
Ankit B Patel, Tan Nguyen, Richard G Baraniuk
ArXiv
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2015
Neural Machine Translation by Jointly Learning to Align and Translate  
Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio
In Proceedings of the International Conference on Learning Representations (ICLR)
PDF URL
2015
A Recurrent Latent Variable Model for Sequential Data  
Junyoung Chung, Kyle Kastner, Laurent Dinh, Kratarth Goel, Aaron Courville, Yoshua Bengio
ArXiv
PDF URL
2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention  
Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhutdinov, Richard Zemel, Yoshua Bengio
ArXiv
PDF URL
2015
{Visual Madlibs: Fill in the blank Image Generation and Question Answering}  
Licheng Yu, Eunbyung Park, Alexander C. Berg, Tamara L. Berg
ICCV
URL
2015
Reasoning about Entailment with Neural Attention  
Tim Rockt{\"a}schel, Edward Grefenstette, Karl Moritz Hermann, Tom{\'a}{\v s} Ko{\v c}isk{\'y}, Phil Blunsom
ArXiv
PDF URL
2015
Structures, Not Strings: Linguistics as Part of the Cognitive Sciences  
Martin B H Everaert, Marinus A C Huybregts, Noam Chomsky, Robert C Berwick, Johan J Bolhuis
Cell

2015
Learning state representations with robotic priors  
Rico Jonschkowski, Oliver Brock
Autonomous Robots
PDF URL
2015
Robot Programming by Demonstration with Situated Spatial Language Understanding  
Maxwell Forbes, Rajesh P N Rao, Luke S Zettlemoyer, Maya Cakmak
IEEE International Conference on Robotics and Automation (ICRA)
URL
2015
Adding Semantics to Data-Driven Paraphrasing  
Ellie Pavlick, Johan Bos, Malvina Nissim, Charley Beller, Benjamin Van Durme, Chris Callison-Burch
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
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2015
Auto-Sizing Neural Networks: With Applications to n-gram Language Models  
Kenton Murray, David Chiang
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
PDF URL
2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks  
Alec Radford, Luke Metz, Soumith Chintala
ArXiv
PDF URL
2015
Natural Language Understanding with Distributed Representation  
Kyunghyun Cho
ArXiv
PDF URL
2015
CCG Supertagging with a Recurrent Neural Network  
Wenduan Xu, Michael Auli, Stephen Clark
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)
PDF URL
2015
From distributional semantics to feature norms: grounding semantic models in human perceptual data  
Luana Fagarasan, Eva Maria Vecchi, Stephen Clark
Proceedings of the 11th International Conference on Computational Semantics
PDF URL
2015
Simple Semi-Supervised POS Tagging  
Karl Stratos, Michael Collins
Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing
PDF URL
2015
"The Sum of Its Parts": Joint Learning of Word and Phrase Representations with Autoencoders  
R{\'e}mi Lebret, Ronan Collobert
ArXiv
PDF URL
2015
Web-scale Surface and Syntactic n-gram Features for Dependency Parsing  
Dominick Ng, Mohit Bansal, James Curran
ArXiv
URL
2015
Improving Distributional Similarity with Lessons Learned from Word Embeddings  
Omer Levy, Yoav Goldberg, Ido Dagani
Transactions of the Association for Computational Linguistics
PDF URL
2015
Reducing the Cost of Dialogue System Training and Evaluation with Online, Crowd-Sourced Dialogue Data Collection  
Ramesh Manuvinakurike, Maike Paetzel, David DeVault
Workshop on the semantics and pragmatics of dialogue (Semdial)
PDF URL
2015
Distilling the Knowledge in a Neural Network  
Geoffrey Hinton, Oriol Vinyals, Jeff Dean
ArXiv
PDF
2015
The YCB object and Model set: Towards common benchmarks for manipulation research  
B. Calli, A. Singh, A. Walsman, S. Srinivasa, P. Abbeel, A. M. Dollar
International Conference on Advanced Robotics (ICAR)
PDF URL
2015
The sedentary office: a growing case for change towards better health and productivity. Expert statement commissioned by Public Health England and the Active Working Community Interest Company  
John P Buckley, Alan Hedge, Thomas Yates, Robert J Copeland, Michael Loosemore, Mark Hamer, Gavin Bradley, David W Dunstan
British Journal of Sports Medicine
PDF
2015
Distributional Semantic Features as Semantic Primitives -- Or Not  
Gemma Boleda, Katrin Erk
Knowledge Representation and Reasoning Integrating Symbolic and Neoral Approaches Papers from the AAAI Spring Symposium
PDF URL
2015
DenseCap: Fully Convolutional Localization Networks for Dense Captioning  
Justin Johnson, Andrej Karpathy, Li Fei-Fei
ArXiv

2015
{ImageNet Large Scale Visual Recognition Challenge}  
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, Alexander C. Berg, Li Fei-Fei
International Journal of Computer Vision (IJCV)
PDF URL
2015
Visualizing and Understanding Recurrent Networks  
Andrej Karpathy, Justin Johnson, Li Fei-Fei
ArXiv
PDF URL
2015
End-To-End Memory Networks  
Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, Rob Fergus
ArXiv
PDF URL
2015
Depth-Based Tracking with Physical Constraints for Robot Manipulation  
Tanner Schmidt, Katharina Hertkorn, Richard Newcombe, Zoltan Marton, Michael Suppa, Dieter Fox
IEEE International Conference on Robotics and Automation (ICRA)
PDF URL
2015
Neural Programmer-Interpreters  
Scott Reed, Nando de Freitas
arXiv:1511.06279
PDF URL
2015
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks  
Yarin Gal
ArXiv
PDF URL
2015
Inducing Grammars from Linguistic Universals and Realistic Amounts of Supervision  
Dan Garrette
Inducing Grammars from Linguistic Universals and Realistic Amounts of Supervision
PDF URL
2015
Large-scale evidence of dependency length minimization in 37 languages  
Richard Futrell, Kyle Mahowald, Edward Gibson
Proceedings of the National Academy of Science
PDF URL
2015
Cross-linguistic gestures reflect typological universals: A subject-initial, verb-final bias in speakers of diverse languages  
Richard Futrell, Tina Hickey, Aldrin Lee, Eunice Lim, Elena Luchkina, Edward Gibson
Cognition
PDF URL
2015
Discriminative Unsupervised Alignment of Natural Language Instructions with Corresponding Video Segments  
Iftekhar Naim, Young C Song, Qiguang Liu, Liang Huang, Henry Kautz, Jiebo Luo, Daniel Gildea
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
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2015
Grid Long Short-Term Memory  
Nal Kalchbrenner, Ivo Danihelka, Alex Graves
ArXiv
PDF URL
2015
FlashMeta: A Framework for Inductive Program Synthesis  
Oleksandr Polozov, Sumit Gulwani
Proceedings of the 2015 ACM SIGPLAN International Conference on Object-Oriented Programming, Systems, Languages, and Applications
PDF URL
2015
Unsupervised Learning of Visual Representations using Videos  
Xiaolong Wang, Abhinav Gupta
ICCV
PDF URL
2015
End-bonded contacts for carbon nanotube transistors with low, size-independent resistance  
Qing Cao, Shu-Jen Han, Jerry Tersoff, Aaron D Franklin, Yu Zhu, Zhen Zhang, George S Tulevski, Jianshi Tang, Wilfried Haensch
Science
PDF
2015
Human-level control through deep reinforcement learning  
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A Rusu, Joel Veness, Marc G Bellemare, Alex Graves, Martin Riedmiller, Andreas K Fidjeland, Georg Ostrovski, Stig Petersen, Charles Beattie, Amir Sadik, Ioannis Antonoglou, Helen King, Dharshan Kumaran, Daan Wierstra, Shane Legg, Demis Hassabis
Nature
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2015
Labeled Grammar Induction with Minimal Supervision  
Yonatan Bisk, Christos Christodoulopoulos, Julia Hockenmaier
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)
PDF URL
2015
Probing the Linguistic Strengths and Limitations of Unsupervised Grammar Induction  
Yonatan Bisk, Julia Hockenmaier
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
PDF URL
2015
An Unsupervised Method for Uncovering Morphological Chains  
Karthik Narasimhan, Regina Barzilay, Tommi S Jaakkola
ArXiv
PDF URL
2015
Do Multi-Sense Embeddings Improve Natural Language Understanding?  
Jiwei Li, Daniel Jurafsky
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
PDF URL
2015
Alignment-Based Compositional Semantics for Instruction Following  
Jacob Andreas, Dan Klein
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
PDF URL
2015
Neural CRF Parsing  
Greg Durrett, Dan Klein
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
PDF URL
2015
When and why are log-linear models self-normalizing?  
Jacob Andreas, Dan Klein
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2015
Tree Recurrent Neural Networks with Application to Language Modeling  
Xingxing Zhang, Liang Lu, Mirella Lapata
ArXiv
PDF URL
2015
Stacked What-Where Auto-encoders  
Junbo Zhao, Michael Mathieu, Ross Goroshin, Yann LeCun
ArXiv
PDF URL
2015
Unsupervised POS Induction with Word Embeddings  
Chu-Cheng Lin, Waleed Ammar, Chris Dyer, Lori Levin
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2015
Compositional Semantic Parsing on Semi-Structured Tables  
Panupong Pasupat, Percy Liang
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
PDF URL
2015
Traversing Knowledge Graphs in Vector Space  
Kelvin Guu, John Miller, Percy Liang
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
PDF URL
2015
Children adapt their questions to achieve efficient search  
Azzurra Ruggeri, Tania Lombrozo
Cognition
PDF
2015
{Robots, Pancakes, and Computer Games: Designing Serious Games for Robot Imitation Learning}  
Benjamin Walther-Franks, Jan Smeddinck, Peter Szmidt, Andrei Haidu, Michael Beetz, Rainer Malaka
Human--Computer Interaction
PDF URL
2015
Solving Geometry Problems: Combining Text and Diagram Interpretation  
Minjoon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni, Clint Malcolm
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
PDF URL
2015
Advances in natural language processing  
Julia Hirschberg, Christopher D Manning
Science
PDF URL
2015
A large annotated corpus for learning natural language inference  
Samuel R Bowman, Gabor Angeli, Christopher Potts, Christopher D Manning
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
PDF
2015
Computational Linguistics and Deep Learning  
Christopher D Manning
Computational Linguistics
PDF URL
2015
Persistent Topology of Syntax  
Alexander Port, Iulia Gheorghita, Daniel Guth, John M Clark, Crystal Liang, Shival Dasu, Matilde Marcolli
ArXiv
PDF URL
2015
Commonsense Reasoning and Commonsense Knowledge in Articial Intelligence  
Ernest Davis, Gary Marcus
Communications of the ACM
PDF
2015
{RoboSherlock: Unstructured Information Processing for Robot Perception}  
Michael Beetz, Ferenc Balint-Benczedi, Nico Blodow, Daniel Nyga, Thiemo Wiedemeyer, Zoltan-Csaba Marton
IEEE International Conference on Robotics and Automation (ICRA)
PDF URL
2015
A review of verbal and non-verbal human--robot interactive communication  
Nikolaos Mavridis
Robotics and Autonomous Systems
PDF URL
2015
Structured Prediction Energy Networks  
David Belanger, Andrew McCallum
ArXiv
PDF URL
2015
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks  
Jason Weston, Antoine Bordes, Sumit Chopra, Tomas Mikolov
ArXiv
URL
2015
Generative and Discriminative Classifiers: Naive Bayes and Logistic Regression  
Tom M Mitchell
book
PDF URL
2015
A Survey of Current Datasets for Vision and Language Research  
Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao Huang, Lucy Vanderwende, Jacob Devlin, Michel Galley, Margaret Mitchell
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
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2015
Machine learning: Trends, perspectives, and prospects  
M I Jordan, T M Mitchell
Science
PDF URL
2015
Learning a Compositional Semantics for Freebase with an Open Predicate Vocabulary  
Jayant Krishnamurthy, Tom M Mitchell
Transactions of the Association for Computational Linguistics
PDF URL
2015
Beat and metaphoric gestures are differentially associated with regional cerebellar and cortical volumes  
Jessica A. Bernard, Zachary B. Millman, Vijay A. Mittal
Human Brain Mapping
PDF URL
2015
Inducing Word and Part-of-Speech with Pitman-Yor Hidden Semi-Markov Models  
Kei Uchiumi, Hiroshi Tsukahara, Daichi Mochihashi
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
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2015
Representing Meaning with a Combination of Logical Form and Vectors  
I Beltagy, Stephen Roller, Pengxiang Cheng, Katrin Erk, Raymond J Mooney
ArXiv
PDF URL
2015
What's Cookin'? Interpreting Cooking Videos using Text, Speech and Vision  
Jonathan Malmaud, Jonathan Huang, Vivek Rathod, Nicholas Johnston, Andrew Rabinovich, Kevin Murphy
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
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2015
Grammatical Theory: From Transformational Grammar to Constraint-Based Approaches  
Stefan M{\"u}ller
book
PDF URL
2015
ActivityNet: A large-scale video benchmark for human activity understanding  
Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem, Juan Carlos Niebles
2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF
2015
Towards a Universal Grammar for Natural Language Processing  
Joakim Nivre
Computational Linguistics and Intelligent Text Processing

2015
Planning Everyday Manipulation Tasks--Prediction-based Transformation of Structured Activity Descriptions  
Michael Beetz, Hagen Langer, Daniel Nyga
Exploring Cybernetics
PDF URL
2015
Learning Spatiotemporal Features with 3D Convolutional Networks  
Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, Manohar Paluri
Proceedings of the 2015 IEEE International Conference on Computer Vision (ICCV)
PDF URL
2015
VQA: Visual Question Answering  
Stanislaw Antol, Aishwarya Agrawal, Jiasen Lu, Margaret Mitchell, Dhruv Batra, C Lawrence Zitnick, Devi Parikh
ArXiv
PDF URL
2015
{Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks}  
Xiao Lin, Devi Parikh
preprint
URL
2015
Why Random Reshuffling Beats Stochastic Gradient Descent  
Mert G{\"u}rb{\"u}zbalaban, Asu Ozdaglar, Pablo Parrilo
ArXiv
PDF URL
2015
Structured Training for Neural Network Transition-Based Parsing  
David Weiss, Chris Alberti, Michael Collins, Slav Petrov
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
PDF
2015
Learning models for following natural language directions in unknown environments  
Sachithra Hemachandra, Felix Duvallet, Thomas M Howard, Nicholas Roy, Anthony Stentz, Matthew RWalter
IEEE International Conference on Robotics and Automation (ICRA)
PDF URL
2015
Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction  
Roy Schwartz, Roi Reichart, Ari Rappoport
Proceedings of the Nineteenth Conference on Computational Natural Language Learning
URL
2015
Injecting Logical Background Knowledge into Embeddings for Relation Extraction  
Tim Rockt{\"a}schel, Sameer Singh, Sebastian Riedel
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2015
Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images  
Manuel Watter, Jost Tobias Springenberg, Joschka Boedecker, Martin Riedmiller
ArXiv
PDF URL
2015
Impact of Modeling Languages on the Theory and Practice in Planning Research  
Jussi Rintanen
Twenty-Ninth AAAI Conference on Artificial Intelligence
PDF URL
2015
Concrete Models and Empirical Evaluations for the Categorical Compositional Distributional Model of Meaning  
Edward Grefenstette, Mehrnoosh Sadrzadeh
Computational Linguistics
PDF URL
2015
Translating Videos to Natural Language Using Deep Recurrent Neural Networks  
Subhashini Venugopalan, Huijuan Xu, Jeff Donahue, Marcus Rohrbach, Raymond Mooney, Kate Saenko
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF
2015
Dissecting an Online Intervention for Cancer Survivors: Four Exploratory Analyses of Internet Engagement and Its Effects on Health Status and Health Behaviors  
Zhenghao Chen, Pang Wei Koh, Philip L. Ritter, Kate Lorig, Erin O'Carroll Bantum, Suchi Saria
Health Education \\& Behavior
PDF
2015
Lexicalization and Generative Power in CCG  
Marco Kuhlmann, Alexander Koller, Giorgio Satta
Computational Linguistics
PDF URL
2015
Unsupervised Semantic Parsing of Video Collections  
Ozan Sener, Amir R Zamir, Silvio Savarese, Ashutosh Saxena
2015 IEEE International Conference on Computer Vision (ICCV)
PDF URL
2015
Environment-Driven Lexicon Induction for High-Level Instructions  
Dipendra Kumar Misra, Kejia Tao, Percy Liang, Ashutosh Saxena
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
PDF URL
2015
{Deep Multimodal Embedding: Manipulating Novel Objects with Point-clouds, Language and Trajectories}  
Jaeyong Sung, Ian Lenz, Ashutosh Saxena
IEEE International Conference on Robotics and Automation (ICRA), 2017
PDF URL
2015
On Learning to Think: Algorithmic Information Theory for Novel Combinations of Reinforcement Learning Controllers and Recurrent Neural World Models  
Juergen Schmidhuber
ArXiv
PDF URL
2015
The global landscape of cognition: hierarchical aggregation as an organizational principle of human cortical networks and functions  
P Taylor, J N Hobbs, J Burroni, H T Siegelmann
Scientific Reports
PDF URL
2015
Robot Language Learning, Generation, and Comprehension  
Daniel Paul Barrett, Scott Alan Bronikowski, Haonan Yu, Jeffrey Mark Siskind
ArXiv
PDF URL
2015
Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning  
Dan Garrette, Chris Dyer, Jason Baldridge, Noah A Smith
Proceedings of the Association for the Advancement of Artificial Intelligence
PDF URL
2015
Transition-Based Dependency Parsing with Stack Long Short-Term Memory  
Chris Dyer, Miguel Ballesteros, Wang Ling, Austin Matthews, Noah A Smith
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
PDF
2015
Objects2action: Classifying and localizing actions without any video example  
Mihir Jain, Jan C. van Gemert, Thomas Mensink, Cees G. M. Snoek
preprint
PDF URL
2015
It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool  
Jinho D Choi, Joel Tetreault, Amanda Stent
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
PDF URL
2015
Learning to Interpret Natural Language Commands through Human-Robot Dialog  
Jesse Thomason, Shiqi Zhang, Raymond Mooney, Peter Stone
Proceedings of the 2015 International Joint Conference on Artificial Intelligence (IJCAI)
PDF URL
2015
The Supervised Hierarchical Dirichlet Process  
Andrew Dai, Amos J Storkey
IEEE Transactions on Pattern Analysis and Machine Intelligence
PDF
2015
{Faster R-CNN}: Towards Real-Time Object Detection with Region Proposal Networks  
Shaoqing Ren, Kaiming He, Ross Girshick, Jian Sun
arXiv preprint arXiv:1506.01497
PDF URL
2015
Deep Residual Learning for Image Recognition  
Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun
ArXiv
PDF URL
2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift  
Sergey Ioffe, Christian Szegedy
Proceedings of the 32nd International Conference on International Conference on Machine Learning
PDF URL
2015
The Mondrian Process for Machine Learning  
Matej Balog, Yee-Whye Teh
ArXiv
PDF URL
2015
Phrase similarity in humans and machines  
Samuel Gershman, Joshua B Tenenbaum
Proceedings of the 37th Annual Conference of the Cognitive Science Society
URL
2015
Word Representations, Tree Models and Syntactic Functions  
Simon {\v S}uster, Gertjan van Noord, Ivan Titov
ArXiv
PDF URL
2015
Conditional Random Fields as Recurrent Neural Networks  
Shuai Zheng, Sadeep Jayasumana, Bernardino Romera-Paredes, Vibhav Vineet, Zhizhong Su, Dalong Du, Chang Huang, Philip H S Torr
2015 IEEE International Conference on Computer Vision (ICCV)
PDF
2015
Modeling Video Evolution for Action Recognition  
Basura Fernando, Efstratios Gavves, Jose M. Oramas, Amir Ghodrati, Tinne Tuytelaars
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF URL
2015
A Kinematic Analysis of Prosodic Structure in Speech and Manual Gestures  
Jelena Krivokapic, Mark K Tiede, Martha E Tyrone
Proceedings of the 18th International Congress of Phonetic Sciences
PDF URL
2015
Learning Deep Structured Models  
Liang-Chieh Chen, Alexander Schwing, Alan Yuille, Raquel Urtasun
Proceedings of The 32nd International Conference on Machine Learning
PDF URL
2015
Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences  
Hongyuan Mei, Mohit Bansal, Matthew R Walter
ArXiv
PDF URL
2015
A Data-Driven, Factorization Parser for CCG Dependency Structures  
Yantao Du, WeiWei Sun, Xiaojun Wan
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
PDF URL
2015
Continuous control with deep reinforcement learning  
Timothy P Lillicrap, Jonathan J Hunt, Alexander Pritzel, Nicolas Heess, Tom Erez, Yuval Tassa, David Silver, Daan Wierstra
ArXiv
PDF URL
2015
Grounding English Commands to Reward Functions  
James MacGlashan, Monica Babes-Vroman, Marie desJardins, Michael Littman, Smaranda Muresan, Shawn Squire, Stefanie Tellex, Dilip Arumugam, Lei Yang
Robotics: Science and Systems 2015
PDF URL
2015
Grammar of Binding in the languages of the world: Innate or learned?  
Peter Cole, Gabriella Hermon, Yanti
Cognition
PDF URL
2015
Sequence Level Training with Recurrent Neural Networks  
Marc'Aurelio Ranzato, Sumit Chopra, Michael Auli, Wojciech Zaremba
ArXiv
PDF URL
2015
Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language  
Luheng He, Mike Lewis, Luke S Zettlemoyer
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
PDF URL
2015
Unsupervised grammar induction with Combinatory Categorial Grammars  
Yonatan Bisk, Julia Hockenmaier, Jason Eisner, Dan Roth, ChengXiang Zhai
Unsupervised grammar induction with Combinatory Categorial Grammars
PDF URL
2015
Indoor Person Identification through Footstep Induced Structural Vibration  
Shijia Pan, Ningning Wang, Yuqiu Qian, Irem Velibeyoglu, Hae Young Noh, Pei Zhang
Hotmobile
PDF URL
2015
Very Deep Convolutional Networks for Large-Scale Image Recognition  
Karen Simonyan, Andrew Zisserman
International Conference on Learning Representations
PDF URL
2015
Unsupervised Dependency Parsing: Let's Use Supervised Parsers  
Phong Le, Willem Zuidema
ArXiv

2015
What exactly is Universal Grammar, and has anyone seen it?  
Ewa D{\k a}browska
Frontiers in Psychology
PDF URL
2016
Benchmarking Deep Reinforcement Learning for Continuous Control  
Yan Duan, Xi Chen, Rein Houthooft, John Schulman, Pieter Abbeel
ArXiv
PDF URL
2016
Composing graphical models with neural networks for structured representations and fast inference  
Matthew J Johnson, David Duvenaud, Alexander B Wiltschko, Sandeep R Datta, Ryan P Adams
ArXiv
PDF URL
2016
Representation of linguistic form and function in recurrent neural networks  
{\'A}kos K{\'a}d{\'a}r, Grzegorz Chrupa{\l}a, Afra Alishahi
ArXiv
PDF URL
2016
Psycholinguistic Features for Deceptive Role Detection in Werewolf  
Codruta Girlea, Roxana Girju, Eyal Amir
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Reinforcement Learning of POMDP's using Spectral Methods  
Kamyar Azizzadenesheli, Alessandro Lazaric, Animashree Anandkumar
ArXiv
PDF URL
2016
Neural Shift-Reduce CCG Semantic Parsing  
Dipendra Kumar Misra, Yoav Artzi
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
PDF URL
2016
Sort Story: Sorting Jumbled Images and Captions into Stories  
Harsh Agrawal, Arjun Chandrasekaran, Dhruv Batra, Devi Parikh, Mohit Bansal
ArXiv
PDF URL
2016
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures  
Makoto Miwa, Mohit Bansal
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2016
The Role of Context Types and Dimensionality in Learning Word Embeddings  
Oren Melamud, David McClosky, Siddharth Patwardhan, Mohit Bansal
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Quantifying the evolution of individual scientific impact  
Roberta Sinatra, Dashun Wang, Pierre Deville, Chaoming Song, Albert-L{\'a}szl{\'o} Barab{\'a}si
Science
PDF
2016
Computational Methods for Integrating Vision and Language  
Kobus Barnard
Synthesis Lectures on Computer Vision
URL
2016
Multimodal Semantic Learning from Child-Directed Input  
Angeliki Lazaridou, Grzegorz Chrupa{\l}a, Raquel Fern a ndez, Marco Baroni
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
The red one!: On learning to refer to things based on discriminative properties  
Angeliki Lazaridou, Nghia The Pham, Marco Baroni
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
PDF URL
2016
Multi-Agent Cooperation and the Emergence of (Natural) Language  
Angeliki Lazaridou, Alexander Peysakhovich, Marco Baroni
ArXiv
PDF URL
2016
Making Dependency Labeling Simple, Fast and Accurate  
Tianxiao Shen, Tao Lei, Regina Barzilay
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?  
Abhishek Das, Harsh Agrawal, C Lawrence Zitnick, Devi Parikh, Dhruv Batra
ArXiv
PDF URL
2016
Action Recognition and Interpretation from Virtual Demonstrations  
Andrei Haidu, Michael Beetz
International Conference on Intelligent Robots and Systems (IROS)
URL
2016
{Feature Pyramid Networks for Object Detection}  
Tsung-Yi Lin, Piotr Doll{\'a}r, Ross Girshick, Kaiming He, Bharath Hariharan, Serge Belongie
preprint
PDF URL
2016
An Actor-Critic Algorithm for Sequence Prediction  
Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, Anirudh Goyal, Ryan Lowe, Joelle Pineau, Aaron Courville, Yoshua Bengio
ArXiv
PDF URL
2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism  
Orhan Firat, Kyunghyun Cho, Yoshua Bengio
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
URL
2016
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus  
Iulian Vlad Serban, Alberto Garc i a-Dur a n, {\c C}a{\u g}lar G{\"u}l{\c c}ehre, Sungjin Ahn, Sarath Chandar, Aaron Courville, Yoshua Bengio
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2016
A Joint Speaker-Listener-Reinforcer Model for Referring Expressions  
Licheng Yu, Hao Tan, Mohit Bansal, Tamara L Berg
ArXiv
PDF URL
2016
Unsupervised Compound Splitting With Distributional Semantics Rivals Supervised Methods  
Martin Riedl, Chris Biemann
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Variational Inference: Foundations and Modern Methods  
Shakir Mohamed, Rajesh Ranganath, David M Blei
journal
PDF URL
2016
Online Segment to Segment Neural Transduction  
Lei Yu, Jan Buys, Phil Blunsom
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
PDF URL
2016
Multimodal Attention for Neural Machine Translation  
Ozan Caglayan, Lo{\"\\i}c Barrault, Fethi Bougares
ArXiv
PDF URL
2016
Generating Images with Perceptual Similarity Metrics based on Deep Networks  
Alexey Dosovitskiy, Thomas Brox
ArXiv
PDF URL
2016
Latent Tree Language Model  
Tomas Brychcin
ArXiv
PDF URL
2016
Situated Language Understanding with Human-like and Visualization-Based Transparency  
Leah Perlmutter, Eric Kernfeld, Maya Cakmak
journal
PDF URL
2016
Sensorimotor Input as a Language Generalisation Tool: A Neurorobotics Model for Generation and Generalisation of Noun-Verb Combinations with Sensorimotor Inputs  
Junpei Zhong, Martin Peniak, Jun Tani, Tetsuya Ogata, Angelo Cangelosi
ArXiv
PDF URL
2016
Generation from Abstract Meaning Representation using Tree Transducers  
Jeffrey Flanigan, Chris Dyer, Noah A Smith, Jaime Carbonell
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Smooth Imitation Learning for Online Sequence Prediction  
Hoang M Le, Andrew Kang, Yisong Yue, Peter Carr
ArXiv
PDF URL
2016
Physical Causality of Action Verbs in Grounded Language Understanding  
Qiaozi Gao, Malcolm Doering, Shaohua Yang, Joyce Chai
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2016
Grounded Semantic Role Labeling  
Shaohua Yang, Qiaozi Gao, Changsong Liu, Caiming Xiong, Song-Chun Zhu, Joyce Y Chai
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Jointly Learning Grounded Task Structures from Language Instruction and Visual Demonstration  
Changsong Liu, Shaohua Yang, Sari Saba-Sadiya, Nishant Shukla, Yunzhong He, Song-Chun Zhu, Joyce Chai
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
PDF URL
2016
Graph-based Dependency Parsing with Bidirectional LSTM  
Wenhui Wang, Baobao Chang
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2016
Learning to generalize to new compositions in image understanding  
Yuval Atzmon, Jonathan Berant, Vahid Kezami, Amir Globerson, Gal Chechik
ArXiv
PDF URL
2016
Expected F-Measure Training for Shift-Reduce Parsing with Recurrent Neural Networks  
Wenduan Xu, Michael Auli, Stephen Clark
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF
2016
Bayesian Analysis in Natural Language Processing  
Shay Cohen
Synthesis Lectures on Human Language Technologies
PDF URL
2016
Optimizing Spectral Learning for Parsing  
Shashi Narayan, Shay B Cohen
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2016
Fast, Small and Exact: Infinite-order Language Modelling with Compressed Suffix Trees  
Ehsan Shareghi, Matthias Petri, Gholamreza Haffari, Trevor Cohn
ArXiv
PDF URL
2016
Globally Normalized Transition-Based Neural Networks  
Daniel Andor, Chris Alberti, David Weiss, Aliaksei Severyn, Alessandro Presta, Kuzman Ganchev, Slav Petrov, Michael Collins
ArXiv
PDF URL
2016
Deep Neural Networks for Syntactic Parsing of Morphologically Rich Languages  
Jo e l Legrand, Ronan Collobert
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
PDF URL
2016
Deep Learning  
Ian Goodfellow, Yoshua Bengio, Aaron Courville
Deep Learning
URL
2016
Recurrent Batch Normalization  
Tim Cooijmans, Nicolas Ballas, C{\'e}sar Laurent, {\c C}a{\u g}lar G{\"u}l{\c c}ehre, Aaron Courville
ArXiv
PDF URL
2016
Utilizing Large Scale Vision and Text Datasets for Image Segmentation from Referring Expressions  
Ronghang Hu, Marcus Rohrbach, Subhashini Venugopalan, Trevor Darrell
ArXiv
URL
2016
Opponent Modeling in Deep Reinforcement Learning  
He He, Jordan Boyd-Graber, Kevin Kwok, Hal Daum{\'e}III
ArXiv
PDF URL
2016
The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives  
Mohit Iyyer, Varun Manjunatha, Anupam Guha, Yogarshi Vyas, Jordan Boyd-Graber, Hal Daum{\'e}III, Larry Davis
ArXiv
PDF URL
2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation  
Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V. Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, Jeff Klingner, Apurva Shah, Melvin Johnson, Xiaobing Liu, {\L}ukasz Kaiser, Stephan Gouws, Yoshikiyo Kato, Taku Kudo, Hideto Kazawa, Keith Stevens, George Kurian, Nishant Patil, Wei Wang, Cliff Young, Jason Smith, Jason Riesa, Alex Rudnick, Oriol Vinyals, Greg Corrado, Macduff Hughes, Jeffrey Dean
ArXiv
PDF URL
2016
Stacked Hourglass Networks for Human Pose Estimation  
Alejandro Newell, Kaiyu Yang, Jia Deng
ArXiv
PDF URL
2016
Tutorial on Variational Autoencoders  
Carl Doersch
ArXiv
PDF
2016
A Unified Bayesian Model of Scripts, Frames and Language  
Francis Ferraro, Benjamin Van Durme
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence
PDF URL
2016
Morphological Inflection Generation Using Character Sequence to Sequence Learning  
Manaal Faruqui, Yulia Tsvetkov, Graham Neubig, Chris Dyer
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Part-of-Speech Tagging for Historical English  
Yi Yang, Jacob Eisenstein
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
A Latent Variable Recurrent Neural Network for Discourse Relation Language Models  
Yangfeng Ji, Gholamreza Haffari, Jacob Eisenstein
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Inside-Outside and Forward-Backward Algorithms Are Just Backprop (Tutorial Paper)  
Jason Eisner
EMNLP 2016 Workshop on Structure Prediction
PDF URL
2016
Weighting Finite-State Transductions With Neural Context  
Pushpendre Rastogi, Ryan Cotterell, Jason Eisner
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF
2016
Moving Beyond the Turing Test with the Allen AI Science Challenge  
Carissa Schoenick, Peter Clark, Oyvind Tafjord, Peter Turney, Oren Etzioni
Communications of the ACM
PDF URL
2016
Stating the Obvious: Extracting Visual Common Sense Knowledge  
Mark Yatskar, Vicente Ordonez, Ali Farhadi
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF
2016
``What Happens If...'' Learning to Predict the Effect of Forces in Images  
Roozbeh Mottaghi, Mohammad Rastegari, Abhinav Gupta, Ali Farhadi
Computer Vision -- ECCV 2016
PDF URL
2016
Situation Recognition: Visual Semantic Role Labeling for Image Understanding  
Mark Yatskar, Luke S Zettlemoyer, Ali Farhadi
2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF
2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks  
Mohammad Rastegari, Vicente Ordonez, Joseph Redmon, Ali Farhadi
ECCV
PDF URL
2016
Learning Physical Intuition of Block Towers by Example  
Adam Lerer, Sam Gross, Rob Fergus
International Conference on Machine Learning
PDF
2016
Mechanized Margin to Digitized Center: Black Feminism's Contributions to Combatting Erasure within the Digital Humanities  
Nicole M Brown, Ruby Mendenhall, Michael L Black, Mark Van Moer, Assata Zerai, Karen Flynn
International Journal of Humanities and Arts Computing
PDF URL
2016
Character-based Neural Machine Translation  
Marta R Costa-juss a, Jos e A R Fonollosa
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
PDF
2016
NEOL: Toward Never-Ending Object Learning for Robots  
Yuyin Sun, Dieter Fox
ICRA
PDF URL
2016
Learning to learn by gradient descent by gradient descent  
Marcin Andrychowicz, Misha Denil, Sergio Gomez, Matthew W Hoffman, David Pfau, Tom Schaul, Nando de Freitas
ArXiv

2016
Natural speech reveals the semantic maps that tile human cerebral cortex  
Alexander G Huth, Wendy A de Heer, Thomas L Griffiths, Fr{\'e}d{\'e}ric E Theunissen, Jack L Gallant
Nature
PDF URL
2016
Commonsense Knowledge Base Completion  
Xiang Li, Aynaz Taheri, Lifu Tu, Kevin Gimpel
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF
2016
Preprint D{\'e}j{\`a}Vu  
Paul Ginsparg
The EMBO Journal
URL
2016
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning  
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-Fei, C Lawrence Zitnick, Ross Girshick
ArXiv

2016
Self-critical Sequence Training for Image Captioning  
Steven J. Rennie, Etienne Marcheret, Youssef Mroueh, Jarret Ross, Vaibhava Goel
preprint
PDF URL
2016
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies  
Tal Linzen, Emmanuel Dupoux, Yoav Goldberg
ArXiv
PDF URL
2016
Deep multi-task learning with low level tasks supervised at lower layers  
Anders Sogaard, Yoav Goldberg
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
PDF URL
2016
Coordination Annotation Extension in the Penn Tree Bank  
Jessica Ficler, Yoav Goldberg
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2016
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations  
Eliyahu Kiperwasser, Yoav Goldberg
ArXiv
PDF URL
2016
A Primer on Neural Network Models for Natural Language Processing  
Yoav Goldberg
Journal of Artificial Intelligence Research
PDF URL
2016
Easy-First Dependency Parsing with Hierarchical Tree LSTMs  
Eliyahu Kiperwasser, Yoav Goldberg
ArXiv
PDF URL
2016
Getting More Out Of Syntax with PropS  
Gabriel Stanovsky, Jessica Ficler, Ido Dagan, Yoav Goldberg
ArXiv
PDF URL
2016
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks  
Yossi Adi, Einat Kermany, Yonatan Belinkov, Ofer Lavi, Yoav Goldberg
ArXiv
PDF URL
2016
NIPS 2016 Tutorial: Generative Adversarial Networks  
Ian Goodfellow
ArXiv
PDF URL
2016
Language Modeling with Gated Convolutional Networks  
Yann N Dauphin, Angela Fan, Michael Auli, David Grangier
ArXiv
PDF URL
2016
Visual Question: Predicting If a Crowd Will Agree on the Answer  
Danna Gurari, Kristen Grauman
ArXiv
PDF URL
2016
DAG-Structured Long Short-Term Memory for Semantic Compositionality  
Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Asynchronous Temporal Fields for Action Recognition  
Gunnar A. Sigurdsson, Santosh Kumar Divvala, Ali Farhadi, Abhinav Gupta
preprint
URL
2016
Learning to Play Guess Who? and Inventing a Grounded Language as a Consequence  
Emilio Jorge, Mikael K{\aa}geb{\"a}ck, Fredrik D Johansson, Emil Gustavsson
ArXiv
PDF URL
2016
Temporal Convolutional Networks: A Unified Approach to Action Segmentation  
Colin Lea, Rene Vidal, Austin Reiter, Gregory D. Hager
ECCV workshop on "Brave new ideas for motion representations in videos"
PDF URL
2016
Bidirectional Attention Flow for Machine Comprehension  
Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, Hannaneh Hajishirzi
ArXiv
PDF URL
2016
{Crafting Adversarial Input Sequences for Recurrent Neural Networks}  
Nicolas Papernot, Patrick McDaniel, Ananthram Swami, Richard Harang
preprint
PDF URL
2016
{Learning Features by Watching Objects Move}  
Deepak Pathak, Ross Girshick, Piotr Dollár, Trevor Darrell, Bharath Hariharan
CVPR 2017
PDF
2016
Hybrid computing using a neural network with dynamic external memory  
Alex Graves, Greg Wayne, Malcolm Reynolds, Tim Harley, Ivo Danihelka, Agnieszka Grabska-Barwi{\'n}ska, Sergio G{\'o}mez Colmenarejo, Edward Grefenstette, Tiago Ramalho, John Agapiou, Adri{\`a}Puigdom{\`e}nech Badia, Karl Moritz Hermann, Yori Zwols, Georg Ostrovski, Adam Cain, Helen King, Christopher Summerfield, Phil Blunsom, Koray Kavukcuoglu, Demis Hassabis
Nature
PDF URL
2016
Improving Stochastic Gradient Descent with Feedback  
Jayanth Koushik, Hiroaki Hayashi
ArXiv

2016
Aggregated Residual Transformations for Deep Neural Networks  
Saining Xie, Ross Girshick, Piotr Dollár, Zhuowen Tu, Kaiming He
arXiv preprint arXiv:1611.05431
PDF URL
2016
SentiCap: Generating Image Descriptions with Sentiments  
Alexander Mathews, Lexing Xie, Xuming He
AAAI
URL
2016
Zero-Shot Learning of Intent Embeddings for Expansion by Convolutional Deep Structured Semantic Models  
Yun-Nung Chen, Dilek Hakkani-T{\"u}r, Xiaodong He
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
PDF URL
2016
Visual Question Answering: A Survey of Methods and Datasets  
Qi Wu, Damien Teney, Peng Wang, Chunhua Shen, Anthony Dick, Anton van den Hengel
ArXiv
URL
2016
Semantic Parsing with Semi-Supervised Sequential Autoencoders  
Tom{\'a}{\v s} Ko{\v c}isk 'y, G{\'a}bor Melis, Edward Grefenstette, Chris Dyer, Wang Ling, Phil Blunsom, Moritz Karl Hermann
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
PDF URL
2016
Fully Character-Level Neural Machine Translation without Explicit Segmentation  
Jason Lee, Kyunghyun Cho, Thomas Hofmann
ArXiv
PDF URL
2016
Efficient Grounding of Abstract Spatial Concepts for Natural Language Interaction with Robot Manipulators  
Rohan Paul, Jacob Arkin, Nicholas Roy, Thomas M Howard
Robotics: Science and Systems 2016
PDF URL
2016
Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships  
Mohit Iyyer, Anupam Guha, Snigdha Chaturvedi, Jordan Boyd-Graber, Hal Daum e III
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Learning Semantically and Additively Compositional Distributional Representations  
Ran Tian, Naoaki Okazaki, Kentaro Inui
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2016
Ten Pairs to Tag -- Multilingual POS Tagging via Coarse Mapping between Embeddings  
Yuan Zhang, David Gaddy, Regina Barzilay, Tommi S Jaakkola
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
How Transferable are Neural Networks in NLP Applications?  
Lili Mou, Zhao Meng, Rui Yan, Ge Li, Yan Xu, Lu Zhang, Zhi Jin
ArXiv
PDF URL
2016
Efficient techniques for parsing with tree automata  
Jonas Groschwitz, Alexander Koller, Mark Johnson
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
URL
2016
Incremental Sequence Learning  
Edwin D de Jong
ArXiv
PDF URL
2016
Visualizing and Understanding Neural Models in NLP  
Jiwei Li, Xinlei Chen, Eduard Hovy, Daniel Jurafsky
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF
2016
Unsupervised Alignment of Actions in Video with Text Descriptions  
Young Chol Song, Iftekhar Naim, Abdullah Al Mamun, Kaustubh Kulkarni, Parag Singla, Jiebo Luo, Daniel Gildea, Henry Kautz
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence
PDF URL
2016
{Interaction Networks for Learning about Objects, Relations and Physics}  
Peter W. Battaglia, Razvan Pascanu, Matthew Lai, Danilo Rezende, Koray Kavukcuoglu
Published in NIPS 2016
PDF URL
2016
WaveNet: A Generative Model for Raw Audio  
Aaron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew Senior, Koray Kavukcuoglu
ArXiv
PDF URL
2016
Neural Machine Translation in Linear Time  
Nal Kalchbrenner, Lasse Espeholt, Karen Simonyan, Aaron van den Oord, Alex Graves, Koray Kavukcuoglu
ArXiv
PDF URL
2016
Pixel Recurrent Neural Networks  
Aaron van den Oord, Nal Kalchbrenner, Koray Kavukcuoglu
ArXiv
PDF URL
2016
Video Pixel Networks  
Nal Kalchbrenner, Aaron van den Oord, Karen Simonyan, Ivo Danihelka, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu
ArXiv
PDF URL
2016
Decoupled Neural Interfaces using Synthetic Gradients  
Max Jaderberg, Wojciech Marian Czarnecki, Simon Osindero, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu
ArXiv
PDF URL
2016
{Reinforcement Learning with Unsupervised Auxiliary Tasks}  
Max Jaderberg, Volodymyr Mnih, Wojciech Marian Czarnecki, Tom Schaul, Joel Z Leibo, David Silver, Koray Kavukcuoglu
preprint
PDF
2016
Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings  
Spandana Gella, Mirella Lapata, Frank Keller
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Neural Module Networks  
Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein.
CVPR
PDF URL
2016
Learning to Compose Neural Networks for Question Answering  
Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Simple, Fast Noise-Contrastive Estimation for Large RNN Vocabularies  
Barret Zoph, Ashish Vaswani, Jonathan May, Kevin Knight
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Multi-Source Neural Translation  
Barret Zoph, Kevin Knight
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Unsupervised Neural Hidden Markov Models  
Ke M Tran, Yonatan Bisk, Ashish Vaswani, Daniel Marcu, Kevin Knight
Proceedings of the Workshop on Structured Prediction for NLP
PDF URL
2016
Aligning Packed Dependency Trees: a theory of composition for distributional semantics  
David Weir, Julie Weeds, Jeremy Reffin, Thomas Kober
ArXiv
PDF URL
2016
Multi-Scale Context Aggregation by Dilated Convolutions  
Fisher Yu, Vladlen Koltun
3rd International Conference on Learning Representations
PDF URL
2016
Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations?  
Ivan Vuli c, Anna Korhonen
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
PDF URL
2016
Understanding Convolutional Neural Networks  
Jayanth Koushik
ArXiv
PDF URL
2016
Probabilistic Models for Learning a Semantic Parser Lexicon  
Jayant Krishnamurthy
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Theory-guided Data Science: A New Paradigm for Scientific Discovery  
Anuj Karpatne, Gowtham Atluri, James Faghmous, Michael Steinbach, Arindam Banerjee, Auroop Ganguly, Shashi Shekhar, Nagiza Samatova, Vipin Kumar
ArXiv
PDF
2016
Unsupervised learning from Narrated Instruction Videos  
Jean-Baptiste Alayrac, Piotr Bojanowski, Nishant Agrawal, Ivan Laptev, Josef Sivic, Simon Lacoste-Julien
Computer Vision and Pattern Recognition (CVPR)
PDF URL
2016
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision  
Chen Liang, Jonathan Berant, Quoc Le, Kenneth D Forbus, Ni Lao
ArXiv
URL
2016
Transforming Dependency Structures to Logical Forms for Semantic Parsing  
Siva Reddy, Oscar T{\"a}ckstr{\"o}m, Michael Collins, Tom Kwiatkowski, Dipanjan Das, Mark Steedman, Mirella Lapata
Transactions of the Association for Computational Linguistics
PDF URL
2016
Top-down Tree Long Short-Term Memory Networks  
Xingxing Zhang, Liang Lu, Mirella Lapata
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Neural Architecture Search with Reinforcement Learning  
Barret Zoph, Quoc V. Le
ArXiv
PDF URL
2016
Orthogonal RNNs and Long-Memory Tasks  
Mikael Henaff, Arthur Szlam, Yann LeCun
ArXiv
PDF URL
2016
{Control of Memory, Active Perception, and Action in Minecraft}  
Junhyuk Oh, Valliappa Chockalingam, Satinder Singh, Honglak Lee
ICML 2016
PDF URL
2016
Learning to Poke by Poking: Experiential Learning of Intuitive Physics  
Pulkit Agrawal, Ashvin Nair, Pieter Abbeel, Jitendra Malik, Sergey Levine
ArXiv
PDF URL
2016
Learning Executable Semantic Parsers for Natural Language Understanding  
Percy Liang
ArXiv
PDF
2016
Question Answering with knowledge base, web, and beyond  
Wen-tau Yih, Hao Ma
NAACL 2016
PDF URL
2016
The Categorial Framework for Compositional Distributional Semantics  
Stephen Clark, Laura Rimell, Tamara Polajnar, Jean Maillard
University of Cambridge Computer Laboratory
PDF URL
2016
Black Holes and White Rabbits: Metaphor Identification with Visual Features  
Ekaterina Shutova, Douwe Kiela, Jean Maillard
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Learning Language Games through Interaction  
Sida I Wang, Percy Liang, Christopher D Manning
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2016
Natural Language Communication with Robots  
Yonatan Bisk, Deniz Yuret, Daniel Marcu
Proceedings of the 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2016
Row-less Universal Schema  
Patrick Verga, Andrew McCallum
ArXiv
PDF URL
2016
Recurrent Memory Networks for Language Modeling  
Ke Tran, Arianna Bisazza, Christof Monz
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Using Sentence-Level LSTM Language Models for Script Inference  
Karl Pichotta, Raymond J. Mooney
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2016
Learning Multi-Modal Grounded Linguistic Semantics by Playing "I Spy"  
Jesse Thomason, Jivko Sinapov, Maxwell Svetlik, Peter Stone, Raymond J Mooney
Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI-16)
PDF URL
2016
Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking  
Kateryna Tymoshenko, Daniele Bonadiman, Alessandro Moschitti
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Improving a supervised CCG parser  
Ryan A Musa
The University of Illinois at Urbana-Champaign
PDF URL
2016
Supertagging with LSTMs  
Ashish Vaswani, Yonatan Bisk, Kenji Sagae, Ryan Musa
Proceedings of the 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics Short Papers
URL
2016
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders  
Simon S uster, Ivan Titov, Gertjan van Noord
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
United States Health Care Reform: Progress to Date and Next Steps  
Barack Obama
JAMA
PDF URL
2016
Deep Reinforcement Learning with a Natural Language Action Space  
Ji He, Jianshu Chen, Xiaodong He, Jianfeng Gao, Lihong Li, Li Deng, Mari Ostendorf
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2016
Template-Based Human Supervised Robot Task Programming  
Xianchao Long, Taskin Padir
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
PDF URL
2016
Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions  
Arijit Ray, Gordon Christie, Mohit Bansal, Dhruv Batra, Devi Parikh
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
PDF
2016
DeScript: A Crowdsourced Database of Event Sequence Descriptions for the Acquisition of High-quality Script Knowledge  
Lilian D. A. Wanzare, Alessandra Zarcone, Stefan Thater, Manfred Pinkal
Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016)
PDF URL
2016
High precision grasp pose detection in dense clutter  
Marcus Gualtieri, Andreas ten Pas, Kate Saenko, Robert Platt
ArXiv
PDF URL
2016
Categorical Reparameterization with Gumbel-Softmax  
Eric Jang, Shixiang Gu, Ben Poole
ArXiv
PDF URL
2016
A Fast Unified Model for Parsing and Sentence Understanding  
Samuel R Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D Manning, Christopher Potts
ArXiv
PDF URL
2016
Variational inference for Monte Carlo objectives  
Andriy Mnih, Danilo J Rezende
ArXiv
PDF URL
2016
A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap  
Carolin Haas, Stefan Riezler
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding  
Akira Fukui, Huk Dong Park, Daylen Yang, Anna Rohrbach, Trevor Darrell, Marcus Rohrbach
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
PDF URL
2016
Cross-lingual Wikification Using Multilingual Embeddings  
Chen-Tse Tsai, Dan Roth
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
URL
2016
MSR-VTT: A Large Video Description Dataset for Bridging Video and Language  
Jun Xu, Tao Mei, Ting Yao, Yong Rui
2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF URL
2016
Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks  
Hendrik Strobelt, Sebastian Gehrmann, Bernd Huber, Hanspeter Pfister, Alexander M Rush
ArXiv
PDF URL
2016
Abstractive Sentence Summarization with Attentive Recurrent Neural Networks  
Sumit Chopra, Michael Auli, Alexander M Rush
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Character-Aware Neural Language Models  
Yoon Kim, Yacine Jernite, David Sontag, Alexander Rush
AAAI
PDF URL
2016
Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text  
Subhashini Venugopalan, Lisa Anne Hendricks, Raymond Mooney, Kate Saenko
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
PDF URL
2016
Modeling Relationships in Referential Expressions with Compositional Modular Networks  
Ronghang Hu, Marcus Rohrbach, Jacob Andreas, Trevor Darrell, Kate Saenko
ArXiv
PDF URL
2016
On Multiplicative Integration with Recurrent Neural Networks  
Yuhuai Wu, Saizheng Zhang, Ying Zhang, Yoshua Bengio, Ruslan R Salakhutdinov
Advances in Neural Information Processing Systems 29
PDF URL
2016
Watch-n-Patch: Unsupervised Learning of Actions and Relations  
Chenxia Wu, Jiemi Zhang, Ozan Sener, Bart Selman, Silvio Savarese, Ashutosh Saxena
ArXiv
PDF URL
2016
Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains  
David Abel, Alekh Agarwal, Fernando Diaz, Akshay Krishnamurthy, Robert E Schapire
ArXiv
PDF URL
2016
Deep Reinforcement Learning through Policy Optimization  
Pieter Abbeel, John Schulman
journal

2016
An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild  
Wei-Lun Chao, Soravit Changpinyo, Boqing Gong, Fei Sha
Computer Vision -- ECCV 2016
PDF URL
2016
A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition  
Zhiyun Lu, Dong Guo, Alireza Bagheri Garakani, Kuan Liu, Avner May, Aurelien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha
ArXiv
PDF URL
2016
Faster Teaching via POMDP Planning  
Anna N. Rafferty, Emma Brunskill, Thomas L. Griffiths, Patrick Shafto
Cognitive Science
PDF URL
2016
Collaborative Language Grounding Toward Situated Human-Robot Dialogue  
Joyce Y Chai, Rui Fang, Changsong Liu, Lanbo She
AI Magazine
PDF URL
2016
Transition-Based Syntactic Linearization with Lookahead Features  
Ratish Puduppully, Yue Zhang, Manish Shrivastava
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity  
Amit Daniely, Roy Frostig, Yoram Singer
ArXiv
PDF URL
2016
What Do Recurrent Neural Network Grammars Learn About Syntax?  
Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Graham Neubig, Noah A Smith
ArXiv
PDF URL
2016
Recurrent Neural Network Grammars  
Chris Dyer, Adhiguna Kuncoro, Miguel Ballesteros, Noah A Smith
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs  
Swabha Swayamdipta, Miguel Ballesteros, Chris Dyer, Noah A Smith
ArXiv
PDF URL
2016
Training with Exploration Improves a Greedy Stack-LSTM Parser  
Miguel Ballesteros, Yoav Goldberg, Chris Dyer, Noah A Smith
ArXiv
PDF URL
2016
Extracting token-level signals of syntactic processing from fMRI - with an application to PoS induction  
Joachim Bingel, Maria Barrett, Anders Sogaard
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
URL
2016
Learning a POS tagger for AAVE-like language  
Anna J{\o}rgensen, Dirk Hovy, Anders Sogaard
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Improving sentence compression by learning to predict gaze  
Sigrid Klerke, Yoav Goldberg, Anders Sogaard
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Understanding Image and Text Simultaneously: a Dual Vision-Language Machine Comprehension Task  
Nan Ding, Sebastian Goodman, Fei Sha, Radu Soricut
ArXiv
PDF URL
2016
Inferring Psycholinguistic Properties of Words  
Gustavo Paetzold, Lucia Specia
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Grounded lexicon acquisition \\&{\#}x2014; Case studies in spatial language  
Michael Spranger
2013 IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL)
PDF URL
2016
Spatial references and perspective in natural language instructions for collaborative manipulation  
Shen Li, Rosario Scalise, Henny Admoni, Stephanie Rosenthal, Siddhartha S Srinivasa
2016 25th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN)
PDF URL
2016
Spatial References and Perspective in Natural Language Instructions for Collaborative Manipulation  
Shen Li, Henny Admoni, Stephanie Rosenthal, Siddhartha S Srinivasa
IEEE International Symposium on Robot and Human Interactive Communication
PDF URL
2016
Shift-Reduce CCG Parsing using Neural Network Models  
Bharat Ram Ambati, Tejaswini Deoskar, Mark Steedman
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Evaluating Induced CCG Parsers on Grounded Semantic Parsing  
Yonatan Bisk, Siva Reddy, John Blitzer, Julia Hockenmaier, Mark Steedman
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
PDF
2016
Implications of Binding for Lexicalized Grammars  
Mark Steedman
journal
PDF URL
2016
Multilingual Language Processing From Bytes  
Dan Gillick, Cliff Brunk, Oriol Vinyals, Amarnag Subramanya
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
The Value of Semantic Parse Labeling for Knowledge Base Question Answering  
Wen-tau Yih, Matthew Richardson, Chris Meek, Ming-Wei Chang, Jina Suh
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
PDF URL
2016
{Leveraging Video Descriptions to Learn Video Question Answering}  
Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang, Yuan-Hong Liao, Juan Carlos Niebles, Min Sun
7 pages, 5 figures. Accepted to AAAI 2017. Camera-ready version

2016
Cognitive Human--Robot Interaction  
Bilge Mutlu, Nicholas Roy, Selma {\v S}abanovi{\'c}
Springer Handbook of Robotics
PDF URL
2016
Benefits of depth in neural networks  
Matus Telgarsky
ArXiv
PDF URL
2016
Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation  
Tejas D Kulkarni, Karthik R Narasimhan, Ardavan Saeedi, Joshua B Tenenbaum
ArXiv
PDF
2016
A System for Multi-Step Mobile Manipulation: Architecture, Algorithms, and Experiments  
Siddhartha Srinivasa, Aaron M. Johnson, Gilwoo Lee, Michael Koval, Shushman Choudhury, Jennifer King, Christopher Dellin, Matthew Harding, David Butterworth, Prasanna Velagapudi, Allison Thackston
2016 International Symposium on Experimental Robotics
PDF
2016
Predicting Motivations of Actions by Leveraging Text  
Carl Vondrick, Deniz Oktay, Hamed Pirsiavash, Antonio Torralba
2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF URL
2016
Generating Videos with Scene Dynamics  
Carl Vondrick, Hamed Pirsiavash, Antonio Torralba
ArXiv
PDF URL
2016
Recurrent Mixture Density Network for Spatiotemporal Visual Attention  
Loris Bazzani, Hugo Larochelle, Lorenzo Torresani
ArXiv
PDF
2016
Brain Computation Is Organized via Power-of-Two-Based Permutation Logic  
Kun Xie, Grace E Fox, Jun Liu, Cheng Lyu, Jason C Lee, Hui Kuang, Stephanie Jacobs, Meng Li, Tianming Liu, Sen Song, Joe Z Tsien
Frontiers in Systems Neuroscience
PDF URL
2016
Unsupervised Neural Dependency Parsing  
Yong Jiang, Wenjuan Han, Kewei Tu
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
PDF URL
2016
Do You See What I Mean? Visual Resolution of Linguistic Ambiguities  
Yevgeni Berzak, Andrei Barbu, Daniel Harari, Boris Katz, Shimon Ullman
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
PDF URL
2016
Order-Embeddings of Images and Language  
Ivan Vendrov, Ryan Kiros, Sanja Fidler, Raquel Urtasun
ICLR
PDF URL
2016
Generating Natural Questions About an Image  
Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Larry Zitnick, Margaret Mitchell, Xiaodong He, Lucy Vanderwende
ArXiv
PDF URL
2016
A guide to convolution arithmetic for deep learning  
Vincent Dumoulin, Francesco Visin
ArXiv
PDF URL
2016
What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine Alignment  
Hongyuan Mei, Mohit Bansal, Matthew R Walter
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Navigational Instruction Generation as Inverse Reinforcement Learning with Neural Machine Translation  
Andrea F Daniele, Mohit Bansal, Matthew R Walter
ArXiv
PDF URL
2016
{MS MARCO: A Human Generated MAchine Reading COmprehension Dataset}  
Payal Bajaj, Daniel Campos, Nick Craswell, Li Deng, Jianfeng Gao, Xiaodong Liu, Rangan Majumder, Andrew McNamara, Bhaskar Mitra, Tri Nguyen, Mir Rosenberg, Xia Song, Alina Stoica, Saurabh Tiwary, Tong Wang
Proceedings of the 30th Conference on Neural Information Processing Systems (NIPS 2016)
URL
2016
Learning to Communicate with Deep Multi-Agent Reinforcement Learning  
Jakob N Foerster, Yannis M Assael, Nando de Freitas, Shimon Whiteson
ArXiv

2016
Open Robotics Research Using Web-based Knowledge Services  
Michael Beetz, Daniel Be{\ss}ler, Jan Winkler, Jan-H. Worch, Ferenc Balint-Benczedi, Georg Bartels, Aude Billard, Asil K. Bozcuoglu, Zhou Fang, Nadia Figueroa, Andrei Haidu, Hagen Langer, Alexis Maldonado, Ana-Lucia Pais, Moritz. Tenorth, Thiemo Wiedemeyer
International Conference on Robotics and Automation (ICRA)
PDF URL
2016
Spatiotemporal Residual Networks for Video Action Recognition  
Christoph Feichtenhofer, Axel Pinz, Richard Wildes
Advances in Neural Information Processing Systems 29
URL
2016
Autoencoding beyond pixels using a learned similarity metric  
Anders Boesen Lindbo Larsen, S{\o}ren Kaae S{\o}nderby, Hugo Larochelle, Ole Winther
preprint
PDF URL
2016
Towards a Dataset for Human Computer Communication via Grounded Language Acquisition  
Yonatan Bisk, Daniel Marcu, William Wong
Proceedings of the AAAI Workshop on Symbiotic Cognitive Systems
PDF URL
2016
Harnessing Deep Neural Networks with Logic Rules  
Zhiting Hu, Xuezhe Ma, Zhengzhong Liu, Eduard Hovy, Eric P Xing
ArXiv
PDF URL
2016
Easy Questions First? A Case Study on Curriculum Learning for Question Answering  
Mrinmaya Sachan, Eric P Xing
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2016
LSTM Shift-Reduce CCG Parsing  
Wenduan Xu
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
URL
2016
Counter-fitting Word Vectors to Linguistic Constraints  
Nikola Mrk{\v s}i{\'c}, Diarmuid {\'O}S{\'e}aghdha, Blaise Thomson, Milica Ga{\v s}ic, Lina M Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve Young
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient  
Lantao Yu, Weinan Zhang, Jun Wang, Yong Yu
ArXiv
PDF URL
2016
UnrealCV: Connecting Computer Vision to Unreal Engine  
Weichao Qiu, Alan L. Yuille
preprint
PDF URL
2016
Global Neural CCG Parsing with Optimality Guarantees  
Kenton Lee, Mike Lewis, Luke S Zettlemoyer
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
PDF URL
2016
LSTM CCG Parsing  
Mike Lewis, Kenton Lee, Luke S Zettlemoyer
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
PDF URL
2016
Enhancing Freebase Question Answering Using Textual Evidence  
Kun Xu, Yansong Feng, Siva Reddy, Songfang Huang, Dongyan Zhao
ArXiv
PDF URL
2016
The Neural Noisy Channel  
Lei Yu, Phil Blunsom, Chris Dyer, Edward Grefenstette, Tom{\'a}{\v s} Ko{\v c}isk{\'y}
ArXiv
PDF URL
2017
Asymmetric Actor Critic for Image-Based Robot Learning  
Lerrel Pinto, Marcin Andrychowicz, Peter Welinder, Wojciech Zaremba, Pieter Abbeel
preprint
PDF URL
2017
{Deep Imitation Learning for Complex Manipulation Tasks from Virtual Reality Teleoperation}  
Tianhao Zhang, Zoe McCarthy, Owen Jow, Dennis Lee, Xi Chen, Ken Goldberg, Pieter Abbeel
preprint

2017
End-to-end training of deep visuomotor policies  
Sergey Levin, Chelsea Finn, Trevor Darrell, Pieter Abbeel
Journal of Machine Learning Research
PDF URL
2017
Emergence of Grounded Compositional Language in Multi-Agent Populations  
Igor Mordatch, Pieter Abbeel
ArXiv
PDF URL
2017
Sim-to-Real Transfer of Robotic Control with Dynamics Randomization  
Xue Bin Peng, Marcin Andrychowicz, Wojciech Zaremba, Pieter Abbeel
preprint
URL
2017
Representations of language in a model of visually grounded speech signal  
Grzegorz Chrupa{\l}a, Lieke Gelderloos, Afra Alishahi
ArXiv

2017
What can I do around here? Deep functional scene understanding for cognitive robots  
Chengxi Ye, Yezhou Yang, Ren Mao, Cornelia Ferm{\"u}ller, Yiannis Aloimonos
2017 IEEE International Conference on Robotics and Automation (ICRA)
PDF URL
2017
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning  
Dipendra K Misra, John Langford, Yoav Artzi
In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)
PDF URL
2017
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation  
Yuhuai Wu, Elman Mansimov, Shun Liao, Roger B. Grosse, Jimmy Ba
preprint
PDF URL
2017
Source-Target Inference Models for Spatial Instruction Understanding  
Hao Tan, Mohit Bansal
ArXiv
PDF URL
2017
Reinforced Video Captioning with Entailment Rewards  
Ramakanth Pasunuru, Mohit Bansal
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
PDF URL
2017
Representation Learning for Grounded Spatial Reasoning  
Michael Janner, Karthik Narasimhan, Regina Barzilay
ArXiv
PDF
2017
{V}isual {D}ialog  
Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, Jos\'e M.F. Moura, Devi Parikh, Dhruv Batra
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF URL
2017
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning  
Abhishek Das, Satwik Kottur, Jos{\'e}M F Moura, Stefan Lee, Dhruv Batra
ArXiv
PDF
2017
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning  
Abhishek Das, Satwik Kottur, Jos\'e M.F. Moura, Stefan Lee, Dhruv Batra
Proceedings of the IEEE International Conference on Computer Vision (ICCV)
PDF URL
2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model  
Jiasen Lu, Anitha Kannan, Jianwei Yang, Devi Parikh, Dhruv Batra
ArXiv
PDF URL
2017
Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog  
Satwik Kottur, Jos{\'e}M F Moura, Stefan Lee, Dhruv Batra
ArXiv
PDF
2017
{What No Robot Has Seen Before -- Probabilistic Interpretation of Natural-language Object Descriptions}  
Daniel Nyga, Mareike Picklum, Michael Beetz
International Conference on Robotics and Automation (ICRA)
URL
2017
Hierarchical Multiscale Recurrent Neural Networks  
Junyoung Chung, Sungjin Ahn, Yoshua Bengio
ICLR
PDF URL
2017
{The Consciousness Prior}  
Yoshua Bengio
arXiv:1709.08568
PDF URL
2017
{Variational Bi-LSTMs}  
Samira Shabanian, Devansh Arpit, Adam Trischler, Yoshua Bengio
ArXiv
PDF
2017
Generalization in Deep Learning  
Kenji Kawaguchi, Leslie P Kaelbling, Yoshua Bengio
preprint
PDF URL
2017
{FOIL} it! Find One mismatch between Image and Language caption  
Ravi Shekhar, Sandro Pezzelle, Yauhen Klimovich, Aur{\'e}lie Herbelot, Moin Nabi, Enver Sangineto, Raffaella Bernardi
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2017
Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision  
Sandro Pezzelle, Marco Marelli, Raffaella Bernardi
ArXiv
PDF URL
2017
FOIL it! Find One mismatch between Image and Language caption  
Ravi Shekhar, Sandro Pezzelle, Yauhen Klimovich, Aur e lie Herbelot, Moin Nabi, Enver Sangineto, Raffaella Bernardi
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2017
Generative Adversarial Networks: An Overview  
Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, Anil A Bharath
IEEE Signal Processing Magazine Special Issue on Deep Learning for Visual Understanding
PDF URL
2017
{A Data-Driven Analysis of Workers' Earnings on Amazon Mechanical Turk}  
Kotaro Hara, Abi Adams, Kristy Milland, Saiph Savage, Chris Callison-Burch, Jeffrey Bigham
2018 ACM Conference on Human Factors in Computing Systems (CHI'18)
PDF URL
2017
Syntax-aware Neural Machine Translation Using CCG  
Maria Nadejde, Siva Reddy, Rico Sennrich, Tomasz Dwojak, Marcin Junczys-Dowmunt, Philipp Koehn, Alexandra Birch
ArXiv
PDF URL
2017
{Synthetic and Natural Noise Both Break Neural Machine Translation}  
Yonatan Belinkov, Yonatan Bisk
ICLR 2018
PDF URL
2017
Stochastic Gradient Descent as Approximate Bayesian Inference  
Stephan Mandt, Matthew D Hoffman, David M Blei
ArXiv
PDF URL
2017
Deep Probabilistic Programming  
Dustin Tran, Matthew D Hoffman, Rif A Saurous, Eugene Brevdo, Kevin Murphy, David M Blei
ArXiv
URL
2017
{Neural Episodic Control}  
Alexander Pritzel, Benigno Uria, Sriram Srinivasan, Adri{\`a} Puigdom{\`e}nech, Oriol Vinyals, Demis Hassabis, Daan Wierstra, Charles Blundell
preprint
PDF URL
2017
On the State of the Art of Evaluation in Neural Language Models  
G{\'a}bor Melis, Chris Dyer, Phil Blunsom
preprint
PDF URL
2017
Program Induction by Rationale Generation:Learning to Solve and Explain Algebraic Word Problems  
Wang Ling, Dani Yogatama, Chris Dyer, Phil Blunsom
ArXiv
PDF
2017
{Grounded Language Learning in a Simulated 3D World}  
Karl Moritz Hermann, Felix Hill, Simon Green, Fumin Wang, Ryan Faulkner, Hubert Soyer, David Szepesvari, Wojciech Marian Czarnecki, Max Jaderberg, Denis Teplyashin, Marcus Wainwright, Chris Apps, Demis Hassabis, Phil Blunsom
preprint
PDF URL
2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data  
Alexis Conneau, Douwe Kiela, Holger Schwenk, Lo\\"{i}c Barrault, Antoine Bordes
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
PDF URL
2017
Ruminating Reader: Reasoning with Gated Multi-Hop Attention  
Yichen Gong, Samuel R Bowman
ArXiv
PDF URL
2017
Learning to parse from a semantic objective: It works. Is it syntax?  
Adina Williams, Andrew Drozdov, Samuel R Bowman
ArXiv
PDF
2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference  
Adina Williams, Nikita Nangia, Samuel R Bowman
preprint
PDF URL
2017
Interactive Learning of Grounded Verb Semantics towards Human-Robot Communication  
Lanbo She, Joyce Chai
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF
2017
Effect of Touch Screen Tablet Use on Fine Motor Development of Young Children  
Ling-Yi Lin, Rong-Ju Cherng, Yung-Jung Chen
Physical \& Occupational Therapy In Pediatrics
PDF URL
2017
{Emergent Communication in a Multi-Modal, Multi-Step Referential Game}  
Katrina Evtimova, Andrew Drozdov, Douwe Kiela, Kyunghyun Cho
preprint
PDF URL
2017
Learning to Parse and Translate Improves Neural Machine Translation  
Akiko Eriguchi, Yoshimasa Tsuruoka, Kyunghyun Cho
ArXiv

2017
Verb Physics: Relative Physical Knowledge of Actions and Objects  
Maxwell Forbes, Yejin Choi
Association for Computational Linguistics (ACL)
PDF
2017
Understanding Grounded Language Learning Agents  
Felix Hill, Karl Moritz Hermann, Phil Blunsom, Stephen Clark
preprint
PDF URL
2017
Breaking the Softmax Bottleneck: A High-Rank RNN Language Model  
Zhilin Yang, Zihang Dai, Ruslan Salakhutdinov, William W. Cohen
preprint
PDF URL
2017
{Deep learning evaluation using deep linguistic processing}  
Alexander Kuhnle, Ann Copestake
preprint
PDF URL
2017
ProcNets: Learning to Segment Procedures in Untrimmed and Unconstrained Videos  
Luowei Zhou, Chenliang Xu, Jason J Corso
ArXiv
PDF
2017
Towards Automatic Learning of Procedures from Web Instructional Videos  
Luowei Zhou, Chenliang Xu, Jason J Corso
AAAI 2018
PDF URL
2017
HoME: a Household Multimodal Environment  
Simon Brodeur, Ethan Perez, Ankesh Anand, Florian Golemo, Luca Celotti, Florian Strub, Jean Rouat, Hugo Larochelle, Aaron Courville
NIPS 2017's Visually-Grounded Interaction and Language Workshop
PDF
2017
GuessWhat?! Visual object discovery through multi-modal dialogue  
Harm de Vries, Florian Strub, Sarath Chandar, Olivier Pietquin, Hugo Larochelle, Aaron C. Courville
Conference on Computer Vision and Pattern Recognition (CVPR)
URL
2017
Learning Visual Reasoning Without Strong Priors  
Ethan Perez, Harm de Vries, Florian Strub, Vincent Dumoulin, Aaron Courville
ICML 2017's Machine Learning in Speech and Language Processing Workshop
PDF URL
2017
Improved Training of Wasserstein GANs  
Ishaan Gulrajani, Faruk Ahmed, Martin Arjovsky, Vincent Dumoulin, Aaron Courville
ArXiv
URL
2017
Modulating early visual processing by language  
Harm de Vries, Florian Strub, Jeremie Mary, Hugo Larochelle, Olivier Pietquin, Aaron Courville
ArXiv
PDF URL
2017
Changes in cognitive flexibility and hypothesis search across human life history from childhood to adolescence to adulthood  
Alison Gopnik, Shaun O{\textquoteright}Grady, Christopher G. Lucas, Thomas L. Griffiths, Adrienne Wente, Sophie Bridgers, Rosie Aboody, Hoki Fung, Ronald E. Dahl
Proceedings of the National Academy of Sciences
PDF URL
2017
Adversarial Discriminative Domain Adaptation  
Eric Tzeng, Judy Hoffman, Kate Saenko, Trevor Darrell
preprint
PDF
2017
WHY: Natural Explanations from a Robot Navigator  
Raj Korpan, Susan L. Epstein, Anoop Aroor, Gil Dekel
AAAI 2017 Fall Symposium on Natural Communication for Human-Robot Collaboration
PDF URL
2017
{HotFlip: White-Box Adversarial Examples for NLP}  
Javid Ebrahimi, Anyi Rao, Daniel Lowd, Dejing Dou
preprint
PDF URL
2017
Enabling Robots to Communicate their Objectives  
Sandy H Huang, David Held, Pieter Abbeel, Anca D Dragan
ArXiv
PDF URL
2017
Harmonic Grammar, Optimality Theory, and Syntax Learnability: An Empirical Exploration of Czech Word Order  
Ann Irvine, Mark Dredze
ArXiv
PDF URL
2017
A Question Answering Approach for Emotion Cause Extraction  
Lin Gui, Jiannan Hu, Yulan He, Ruifeng Xu, Lu Qin, Jiachen Du
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
PDF URL
2017
Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network  
Keisuke Sakaguchi, Kevin Duh, Matt Post, Benjamin Van Durme
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17)
PDF URL
2017
Backpropagation through the Void: Optimizing control variates for black-box gradient estimation  
Will Grathwohl, Dami Choi, Yuhuai Wu, Geoff Roeder, David Duvenaud
preprint
URL
2017
{Dynamic Integration of Background Knowledge in Neural NLU Systems}  
Dirk Weissenborn, Tom{\'a}{\v s} Ko{\v c}isk{\'y}, Chris Dyer
preprint
PDF URL
2017
Towards Understanding Generalization of Deep Learning: Perspective of Loss Landscapes  
Lei Wu, Zhanxing Zhu, Weinan E
ArXiv
PDF
2017
Fine-Grained Prediction of Syntactic Typology: Discovering Latent Structure with Supervised Learning  
Dingquan Wang, Jason Eisner
Transactions of the Association of Computational Linguistics (TACL)
PDF URL
2017
Supervising Neural Networks with Physics and other Domain Knowledge  
Russell Stewart, Stefano Ermon
In Proceedings of the 31st AAAI Conference on Artificial Intelligence
URL
2017
Are crossing dependencies really scarce?  
Ramon Ferrer-i-Cancho, Carlos G{\'o}mez-Rodr{\'\\i}guez, J L Esteban
ArXiv
PDF
2017
{AI2-THOR: An Interactive 3D Environment for Visual AI}  
Eric Kolve, Roozbeh Mottaghi, Winson Han, Eli VanderBilt, Luca Weihs, Alvaro Herrasti, Daniel Gordon, Yuke Zhu, Abhinav Gupta, Ali Farhadi
arXiv
PDF URL
2017
Visual Semantic Planning using Deep Successor Representations  
Yuke Zhu, Daniel Gordon, Eric Kolve, Dieter Fox, Li Fei{-}Fei, Abhinav Gupta, Roozbeh Mottaghi, Ali Farhadi
ICCV

2017
Target-driven visual navigation in indoor scenes using deep reinforcement learning  
Yuke Zhu, Roozbeh Mottaghi, Eric Kolve, Joseph J. Lim, Abhinav Gupta, Li Fei-Fei, Ali Farhadi
ICRA
PDF
2017
Representation Learning by Learning to Count  
Medhi Noroozi, Hamed Pirsiavash, Paolo Favaro
ICCV
PDF URL
2017
Learning to Act Properly: Predicting and Explaining Affordances from Images  
Ching-Yao Chuang, Jiaman Li, Antonio Torralba, Sanja Fidler
preprint
PDF URL
2017
Self-Supervised Visual Descriptor Learning for Dense Correspondence  
Tanner Schmidt, Richard Newcombe, Dieter Fox
IEEE Robotics and Automation Letters
PDF URL
2017
{PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes}  
Yu Xiang, Tanner Schmidt, Venkatraman Narayanan, Dieter Fox
preprint
PDF URL
2017
DA-RNN: Semantic Mapping with Data Associated Recurrent Neural Networks  
Yu Xiang, Dieter Fox
Robotics: Science and Systems (RSS)
PDF URL
2017
Programmable Agents  
Misha Denil, Sergio G{\'o}mez Colmenarejo, Serkan Cabi, David Saxton, Nando de Freitas
ArXiv
PDF URL
2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?  
Alex Kendall, Yarin Gal
preprint
PDF URL
2017
{Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice}  
Jeffrey Pennington, Samuel S. Schoenholz, Surya Ganguli
preprint
PDF URL
2017
{How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse?}  
Georg Heigold, G{\"u}nter Neumann, Josef van Genabith
preprint
PDF URL
2017
Teaching Compositionality to CNNs  
Austin Stone, Huayan Wang, Michael Stark, Yi Liu, D Scott Phoenix, Dileep George
ArXiv
URL
2017
Inferring and Executing Programs for Visual Reasoning  
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Judy Hoffman, Li Fei-Fei, C Lawrence Zitnick, Ross Girshick
ArXiv
PDF URL
2017
{Mask R-CNN}  
Kaiming He, Georgia Gkioxari, Piotr Doll{\'a}r, Ross Girshick
ICCV
PDF URL
2017
Work organization and mental health problems in PhD students  
Katia Levecque, Frederik Anseel, Alain De Beuckelaer, Johan Van der Heyden, Lydia Gisle
Research Policy
PDF URL
2017
What do Neural Machine Translation Models Learn about Morphology?  
Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James Glass
ArXiv
PDF
2017
Neural Network Methods for Natural Language Processing  
Yoav Goldberg
Synthesis Lectures on Human Language Technologies
PDF URL
2017
{Visualizing the Loss Landscape of Neural Nets}  
Hao Li, Zheng Xu, Gavin Taylor, Christoph Studer, Tom Goldstein
preprint
PDF
2017
Human Action Forecasting by Learning Task Grammars  
Tengda Han, Jue Wang, Anoop Cherian, Stephen Gould
preprint
URL
2017
The NarrativeQA Reading Comprehension Challenge  
Tom{\'a}{\v s} Ko{\v c}isk{\'y}, Jonathan Schwarz, Phil Blunsom, Chris Dyer, Karl Moritz Hermann, G{\'a}bor Melis, Edward Grefenstette
preprint
PDF URL
2017
How Can Memory-Augmented Neural Networks Pass a False-Belief Task?  
Erin Grant, Aida Nematzadeh, Thomas L Griffiths
CogSci
PDF URL
2017
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era  
Chen Sun, Abhinav Shrivastava, Saurabh Singh, Abhinav Gupta
ArXiv
PDF URL
2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge  
Robyn Speer, Joshua Chin, Catherine Havasi
proceedings of AAAI
PDF URL
2017
{Non-local Neural Networks}  
Xiaolong Wang, Ross Girshick, Abhinav Gupta, Kaiming He
CVPR 2018, code is available at: https://github.com/facebookresearch/video-nonlocal-net
PDF URL
2017
Reviewer bias in single- versus double-blind peer review  
Andrew Tomkins, Min Zhang, William D. Heavlin
Proceedings of the National Academy of Sciences

2017
Understanding "Death by GPS": A Systematic Study of Catastrophic Incidents Associated with Personal Navigation Technologies  
Allen Yilun Lin, Kate Kuehl, Johannes Sch\\"{o}ning, Brent Hecht
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems

2017
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge  
Damien Teney, Peter Anderson, Xiaodong He, Anton van den Hengel
2017 Visual Question Answering (VQA) Challenge at CVPR
PDF URL
2017
Dynamic Routing Between Capsules  
Sara Sabour, Nicholas Frosst, Geoffrey Hinton
preprint
PDF URL
2017
Self-Normalizing Neural Networks  
G{\"u}nter Klambauer, Thomas Unterthiner, Andreas Mayr, Sepp Hochreiter
ArXiv
PDF URL
2017
Natural Language Inference from Multiple Premises  
Alice Lai, Yonatan Bisk, Julia Hockenmaier
Proceedings of the Eighth International Joint Conference on Natural Language Processing
PDF URL
2017
Assessing the Linguistic Productivity of Unsupervised Deep Neural Networks  
Lawrence Phillips, Nathan Hodas
ArXiv
PDF
2017
Long-Term Trends in the Public Perception of Artificial Intelligence  
Ethan Fast, Eric Horvitz
Proceedings of the Association for the Advancement of Artificial Intelligence
PDF URL
2017
Large-scale Cloze Test Dataset Designed by Teachers  
Qizhe Xie, Guokun Lai, Zihang Dai, Eduard Hovy
preprint
PDF URL
2017
Grounding Spatio-Semantic Referring Expressions for Human-Robot Interaction  
Mohit Shridhar, David Hsu
ArXiv
PDF URL
2017
Deep GrabCut for Object Selection  
Ning Xu, Brian Price, Scott Cohen, Jimei Yang, Thomas Huang
ArXiv
PDF URL
2017
Batch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Models  
Sergey Ioffe
ArXiv
PDF URL
2017
A causal framework for explaining the predictions of black-box sequence-to-sequence models  
David Alvarez-Melis, Tommi S Jaakkola
ArXiv
PDF URL
2017
Learning Hard Alignments with Variational Inference  
Dieterich Lawson, George Tucker, Chung-Cheng Chiu, Colin Raffel, Kevin Swersky, Navdeep Jaitly
ArXiv
PDF URL
2017
Enhancing Interpretation of Ambiguous Voice Instructions based on the Environment and the User's Intention for Improved Human-Friendly Robot Navigation  
M. A. Viraj J. Muthugala, P. H. D. Arjuna S. Srimal, A. G. Buddhika P. Jayasekara
Applied Sciences
PDF
2017
Policy search for multi-robot coordination under uncertainty  
Christopher Amato, George Konidaris, Ariel Anders, Gabriel Cruz, Jonathan P How, Leslie P Kaelbling
The International Journal of Robotics Research
PDF URL
2017
{Tweeting AI: Perceptions of Lay vs Expert Twitterati}  
Lydia Manikonda, Subbarao Kambhampati
arXiv admin note: substantial text overlap with arXiv:1704.08389
PDF URL
2017
{FeUdal Networks for Hierarchical Reinforcement Learning}  
Alexander Sasha Vezhnevets, Simon Osindero, Tom Schaul, Nicolas Heess, Max Jaderberg, David Silver, Koray Kavukcuoglu
preprint
URL
2017
Understanding Synthetic Gradients and Decoupled Neural Interfaces  
Wojciech Marian Czarnecki, Grzegorz {\'S}wirszcz, Max Jaderberg, Simon Osindero, Oriol Vinyals, Koray Kavukcuoglu
ArXiv
PDF URL
2017
An Analysis of Action Recognition Datasets for Language and Vision Tasks  
Spandana Gella, Frank Keller
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics: Short Papers
PDF URL
2017
Poincar\\'{e} Embeddings for Learning Hierarchical Representations  
Maximilian Nickel, Douwe Kiela
Advances in Neural Information Processing Systems 30
PDF
2017
A Read-Write Memory Network for Movie Story Understanding  
Seil Na, Sangho Lee, Gunhee Kim
Proceedings of the International Conference on Computer Vision
PDF URL
2017
PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications  
Tim Salimans, Andrej Karpathy, Xi Chen, Diederik P. Kingma
ICLR
PDF
2017
Variational Inference \\& Deep Learning: A New Synthesis  
Diederik P Kingma
Universiteit van Amsterdam
PDF URL
2017
Neural Graphical Models over Strings for Principal Parts Morphological Paradigm Completion  
Ryan Cotterell, John Sylak-Glassman, Christo Kirov
EACL 2017
PDF URL
2017
Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space  
Nikita Kitaev, Dan Klein
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
PDF URL
2017
{Unified Pragmatic Models for Generating and Following Instructions}  
Daniel Fried, Jacob Andreas, Dan Klein
preprint
PDF URL
2017
Abstract Syntax Networks for Code Generation and Semantic Parsing  
Maxim Rabinovich, Mitchell Stern, Dan Klein
ArXiv
PDF URL
2017
Analogs of Linguistic Structure in Deep Representations  
Jacob Andreas, Dan Klein
ArXiv
PDF URL
2017
Translating Neuralese  
Jacob Andreas, Anca Dragan, Dan Klein
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2017
{Six Challenges for Neural Machine Translation}  
Philipp Koehn, Rebecca Knowles
12 pages; First Workshop on Neural Machine Translation, 2017
PDF URL
2017
{R}obust{F}ill: Neural Program Learning under Noisy {I}/{O}  
Jacob Devlin, Jonathan Uesato, Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli
Proceedings of the 34th International Conference on Machine Learning
PDF URL
2017
Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning  
Junhyuk Oh, Satinder Singh, Honglak Lee, Pushmeet Kohli
ArXiv
PDF URL
2017
MINOS: Multimodal Indoor Simulator for Navigation in Complex Environments  
Manolis Savva, Angel X. Chang, Alexey Dosovitskiy, Thomas Funkhouser, Vladlen Koltun
preprint
PDF URL
2017
Learning What's Easy: Fully Differentiable Neural Easy-First Taggers  
Andr\\'{e} F. T. Martins, Julia Kreutzer
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
PDF URL
2017
SEARNN: Training RNNs with Global-Local Losses  
R{\'e}mi Leblond, Jean-Baptiste Alayrac, Anton Osokin, Simon Lacoste-Julien
ArXiv
PDF URL
2017
Learning Structured Natural Language Representations for Semantic Parsing  
Jianpeng Cheng, Siva Reddy, Vijay Saraswat, Mirella Lapata
ArXiv
URL
2017
Universal Semantic Parsing  
Siva Reddy, Oscar T{\"a}ckstr{\"o}m, Slav Petrov, Mark Steedman, Mirella Lapata
ArXiv
PDF
2017
Learning Structured Text Representations  
Yang Liu, Mirella Lapata
Transactions of the Association for Computational Linguistics
PDF
2017
Swish: a Self-Gated Activation Function  
Prajit Ramachandran, Barret Zoph, Quoc V. Le
preprint
PDF URL
2017
SCAN: Learning Abstract Hierarchical Compositional Visual Concepts  
Irina Higgins, Nicolas Sonnerat, Loic Matthey, Arka Pal, Christopher P Burgess, Matthew Botvinick, Demis Hassabis, Alexander Lerchner
ArXiv
PDF URL
2017
Automatic differentiation in PyTorch  
Adam Paszke, Sam Gross, Soumith Chintala, Gregory Chanan, Edward Yang, Zachary DeVito, Zeming Lin, Alban Desmaison, Luca Antiga, Adam Lerer
NIPS 2017 Workshop Autodiff
PDF URL
2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks  
Chelsea Finn, Pieter Abbeel, Sergey Levine
ICML
PDF URL
2017
Learning with Latent Language  
Jacob Andreas, Dan Klein, Sergey Levine
ArXiv
PDF URL
2017
Imitation from Observation: Learning to Imitate Behaviors from Raw Video via Context Translation  
YuXuan Liu, Abhishek Gupta, Pieter Abbeel, Sergey Levine
ArXiv
PDF URL
2017
{Hierarchical Text Generation and Planning for Strategic Dialogue}  
Denis Yarats, Mike Lewis
ICML
PDF
2017
Paraphrase Generation with Deep Reinforcement Learning  
Zichao Li, Xin Jiang, Lifeng Shang, Hang Li
preprint
PDF
2017
Trainable Greedy Decoding for Neural Machine Translation  
Jiantao Gu, Kyunghyun Cho, Victor O.K. Li
preprint
PDF URL
2017
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood  
Kelvin Guu, Panupong Pasupat, Evan Liu, Percy Liang
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2017
Generating Sentences by Editing Prototypes  
Kelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, Percy Liang
preprint
PDF URL
2017
Adversarial Examples for Evaluating Reading Comprehension Systems  
Robin Jia, Percy Liang
ArXiv
PDF URL
2017
A simple neural network module for relational reasoning  
Adam Santoro, David Raposo, David G T Barrett, Mateusz Malinowski, Razvan Pascanu, Peter Battaglia, Timothy Lillicrap
ArXiv
PDF URL
2017
mixup: Beyond Empirical Risk Minimization  
Hongyi Zhang, Moustapha Cisse, Yann N Dauphin, David Lopez-Paz
preprint
PDF URL
2017
From Characters to Words to in Between: Do We Capture Morphology?  
Clara Vania, Adam Lopez
ArXiv
PDF URL
2017
Learning to guide task and motion planning using score-space representation  
Beomjoon Kim, Leslie Pack Kaelbling, Tomas Lozano-Perez
ICRA
PDF URL
2017
Learning by Asking Questions  
Ishan Misra, Ross Girshick, Rob Fergus, Martial Hebert, Abhinav Gupta, Laurens van der Maaten
preprint
PDF URL
2017
{Unifying Map and Landmark Based Representations for Visual Navigation}  
Saurabh Gupta, David Fouhey, Sergey Levine, Jitendra Malik
preprint
PDF URL
2017
{AVA:} {A} Video Dataset of Spatio-temporally Localized Atomic Visual Actions  
Chunhui Gu, Chen Sun, Sudheendra Vijayanarasimhan, Caroline Pantofaru, David A. Ross, George Toderici, Yeqing Li, Susanna Ricco, Rahul Sukthankar, Cordelia Schmid, Jitendra Malik
preprint
PDF URL
2017
{Advances in Variational Inference}  
Cheng Zhang, Judith Butepage, Hedvig Kjellstrom, Stephan Mandt
preprint
URL
2017
Communication with Robots using Multilayer Recurrent Networks  
Bed\\v{r}ich Pi\\v{s}l, David Mare\\v{c}ek
Proceedings of the First Workshop on Language Grounding for Robotics
PDF URL
2017
A* CCG Parsing with a Supertag and Dependency Factored Model  
Masashi Yoshikawa, Hiroshi Noji, Yuji Matsumoto
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2017
RelNet: End-to-end Modeling of Entities \\& Relations  
Trapit Bansal, Arvind Neelakantan, Andrew McCallum
ArXiv
PDF
2017
Ensemble Adversarial Training: Attacks and Defenses  
Florian Tramer, Alexey Kurakin, Nicolas Papernot, Dan Boneh, Patrick McDaniel
preprint
PDF
2017
Deep Reinforcement Learning that Matters  
Peter Henderson, Riashat Islam, Philip Bachman, Joelle Pineau, Doina Precup, David Meger
preprint
PDF URL
2017
{Towards Crafting Text Adversarial Samples}  
Suranjana Samanta, Sameep Mehta
preprint
PDF URL
2017
CommAI: Evaluating the first steps towards a useful general AI  
Marco Baroni, Armand Joulin, Allan Jabri, Germ{\`a}n Kruszewski, Angeliki Lazaridou, Klemen Simonic, Tomas Mikolov
ArXiv
PDF URL
2017
One-Shot Reinforcement Learning for Robot Navigation with Interactive Replay  
Jake Bruce, Niko Suenderhauf, Piotr Mirowski, Raia Hadsell, Michael Milford
NIPS Workshop on Acting and Interacting in the Real World: Challenges in Robot Learning
URL
2017
{Acquiring Common Sense Spatial Knowledge through Implicit Spatial Templates}  
Guillem Collell, Luc Van Gool, Marie-Francine Moens
preprint
PDF URL
2017
Opportunistic Active Learning for Grounding Natural Language Descriptions  
Jesse Thomason, Aishwarya Padmakumar, Jivko Sinapov, Justin Hart, Peter Stone, Raymond J Mooney
1st Conference on Robot Learning (CoRL 2017)
PDF URL
2017
A Distributional Perspective on Reinforcement Learning  
Marc G Bellemare, Will Dabney, R{\'e}mi Munos
ArXiv
PDF URL
2017
Masked Autoregressive Flow for Density Estimation  
George Papamakarios, Theo Pavlakou, Iain Murray
Advances in Neural Information Processing Systems 30
PDF URL
2017
A neural algorithm for a fundamental computing problem  
Sanjoy Dasgupta, Charles F. Stevens, Saket Navlakha
Science
PDF URL
2017
{Handling Homographs in Neural Machine Translation}  
Frederick Liu, Han Lu, Graham Neubig
NAACL2018
URL
2017
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial  
Graham Neubig
preprint
PDF URL
2017
TALL: Temporal Activity Localization via Language Query  
Jiyang Gao, Chen Sun, Zhenheng Yang, Ram Nevatia
ICCV
PDF URL
2017
{Learning Visually Grounded Sentence Representations}  
Douwe Kiela, Alexis Conneau, Allan Jabri, Maximilian Nickel
NAACL-18
PDF URL
2017
Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos  
De-An Huang, Joseph J Lim, Li Fei-Fei, Juan Carlos Niebles
ArXiv
PDF URL
2017
Dense-Captioning Events in Videos  
Ranjay Krishna, Kenji Hata, Frederic Ren, Li Fei-Fei, Juan Carlos Niebles
ArXiv
PDF
2017
Interpretation of Natural-language Robot Instructions  
Daniel Nyga
University of Bremen
PDF
2017
Text2Action: Generative Adversarial Synthesis from Language to Action  
Hyemin Ahn, Timothy Ha, Yunho Choi, Hwiyeon Yoo, Songhwai Oh
International Conference on Robotics and Automation (ICRA) 2018
PDF URL
2017
Distral: Robust Multitask Reinforcement Learning  
Yee-Whye Teh, Victor Bapst, Wojciech Marian Czarnecki, John Quan, James Kirkpatrick, Raia Hadsell, Nicolas Heess, Razvan Pascanu
ArXiv
PDF URL
2017
Generative linguistics and neural networks at 60: foundation, friction, and fusion  
Joe Pater
preprint
PDF
2017
Advances in Statistical Script Learning  
Karl Pichotta
phdthesis
URL
2017
End-to-end optimization of goal-driven and visually grounded dialogue systems  
Florian Strub, Harm de Vries, Jeremie Mary, Bilal Piot, Aaron Courville, Olivier Pietquin
ArXiv
PDF URL
2017
Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses  
Ryan Lowe, Michael Noseworthy, Iulian V Serban, Nicolas Angelard-Gontier, Yoshua Bengio, Joelle Pineau
ArXiv
PDF
2017
Sequence to Sequence Learning for Event Prediction  
Dai Quoc Nguyen, Dat Quoc Nguyen, Cuong Xuan Chu, Stefan Thater, Manfred Pinkal
arXiv preprint arXiv:1709.06033
PDF URL
2017
Attention Is All You Need  
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, Illia Polosukhin
ArXiv
PDF URL
2017
Colors in Context: A Pragmatic Neural Model for Grounded Language Understanding  
Will Monroe, Robert X D Hawkins, Noah D Goodman, Christopher Potts
ArXiv
PDF
2017
Robust Spatial Filtering with Graph Convolutional Neural Networks  
Felipe Petroski Such, Shagan Sah, Miguel Dominguez, Suhas Pillai, Chao Zhang, Andrew Michael, Nathan D. Cahill, Raymond Ptucha
Journal of Selected Topics of Signal Processing
PDF URL
2017
Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks  
Luo Chunjie, Zhan jianfeng, Wang lei, Yang Qiang
ArXiv
PDF URL
2017
Grounding Symbols in Multi-Modal Instructions  
Yordan Hristov, Svetlin Penkov, Alex Lascarides, Subramanian Ramamoorthy
ArXiv
PDF URL
2017
First-order Methods Almost Always Avoid Saddle Points  
Jason D. Lee, Ioannis Panageas, Georgias Piliouras, Max Simchowitz, Michael I Jordan, Benjamin Recht
preprint
URL
2017
{End-to-End Differentiable Proving}  
Tim Rockt{\"a}schel, Sebastian Riedel
NIPS
PDF URL
2017
Convolutional 2D Knowledge Graph Embeddings  
Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel
ArXiv
PDF URL
2017
{Event Representations for Automated Story Generation with Deep Neural Nets}  
Lara J. Martin, Prithviraj Ammanabrolu, Xinyu Wang, William Hancock, Shruti Singh, Brent Harrison, Mark O. Riedl
preprint
PDF
2017
PVEs: Position-Velocity Encoders for Unsupervised Learning of Structured State Representations  
Rico Jonschkowski, Roland Hafner, Jonathan Scholz, Martin Riedmiller
Robotics: Science and Systems (RSS 2017) Workshop -- New Frontiers for Deep Learning in Robotics
PDF URL
2017
{Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models}  
Jesse Engel, Matthew Hoffman, Adam Roberts
preprint
PDF URL
2017
Challenges in Data-to-Document Generation  
Sam Wiseman, Stuart M Shieber, Alexander M Rush
ArXiv
PDF URL
2017
Structured Attention Networks  
Yoon Kim, Carl Denton, Luong Hoang, Alexander M Rush
ArXiv
PDF URL
2017
Localizing Moments in Video with Natural Language  
Lisa Anne Hendricks, Oliver Wang, Eli Shechtman, Josef Sivic, Trevor Darrell, Bryan Russell
ICCV
PDF
2017
Guest Editorial: Image and Language Understanding  
Margaret Mitchell, John C Platt, Kate Saenko
International Journal of Computer Vision
PDF URL
2017
VisDA: The Visual Domain Adaptation Challenge  
Xingchao Peng, Ben Usman, Neela Kaushik, Judy Hoffman, Dequan Wang, Kate Saenko
preprint
PDF URL
2017
Learning to Reason: End-to-End Module Networks for Visual Question Answering  
Ronghang Hu, Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Kate Saenko
preprint
PDF URL
2017
Top-down Visual Saliency Guided by Captions  
Vasili Ramanishka, Abir Das, Jianming Zhang, Kate Saenko
CVPR
PDF URL
2017
Captioning Images with Diverse Objects  
Subhashini Venugopalan, Lisa Anne Hendricks, Marcus Rohrbach, Raymond Mooney, Trevor Darrell, Kate Saenko
CVPR
PDF URL
2017
Gated-Attention Architectures for Task-Oriented Language Grounding  
Devendra Singh Chaplot, Kanthashree Mysore Sathyendra, Rama Kumar Pasumarthi, Dheeraj Rajagopal, Ruslan Salakhutdinov
ArXiv
PDF URL
2017
Deep Learning  
Ruslan Salakhutdinov
journal
PDF URL
2017
{Gated-Attention Architectures for Task-Oriented Language Grounding}  
Devendra Singh Chaplot, Kanthashree Mysore Sathyendra, Rama Kumar Pasumarthi, Dheeraj Rajagopal, Ruslan Salakhutdinov
preprint
PDF URL
2017
{Neural Task Programming: Learning to Generalize Across Hierarchical Tasks}  
Danfei Xu, Suraj Nair, Yuke Zhu, Julian Gao, Animesh Garg, Li Fei-Fei, Silvio Savarese
ICRA 2018
URL
2017
Obtaining referential word meanings from visual and distributional information: Experiments on object naming  
Sina Zarrie{\ss}, David Schlangen
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF
2017
Attentive Convolution  
Wenpeng Yin, Hinrich Schutze
preprint
PDF URL
2017
{Deep Text Classification Can be Fooled}  
Bin Liang, Hongcheng Li, Miaoqiang Su, Pan Bian, Xirong Li, Wenchang Shi
preprint
PDF
2017
Incorporating Qualitative Information into Quantitative Estimation Via Sequentially Constrained Hamiltonian Monte Carlo Sampling  
Daqing Yi, Choudhury Shushman, Srinivasa Siddhartha
IEEE/RSJ International Conference on Intelligent Robots and Systems
URL
2017
Emergence of Locomotion Behaviours in Rich Environments  
Nicolas Heess, Dhruva TB, Srinivasan Sriram, Jay Lemmon, Josh Merel, Greg Wayne, Yuval Tassa, Tom Erez, Ziyu Wang, Ali Eslami, Martin Riedmiller, David Silver
preprint
PDF URL
2017
{Generating Natural Adversarial Examples}  
Zhengli Zhao, Dheeru Dua, Sameer Singh
Published as a conference paper at the International Conference on Learning Representations (ICLR) 2018
PDF URL
2017
Dynamic Entity Representations in Neural Language Models  
Yangfeng Ji, Chenhao Tan, Sebastian Martschat, Yejin Choi, Noah A. Smith
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
PDF URL
2017
Latent {LSTM} Allocation: Joint Clustering and Non-Linear Dynamic Modeling of Sequence Data  
Manzil Zaheer, Amr Ahmed, Alexander Smola
Proceedings of the 34th International Conference on Machine Learning, PMLR
URL
2017
{VideoLSTM} Convolves, Attends and Flows for Action Recognition  
Zhenyang Li, Kirill Gavrilyuk, Efstratios Gavves, Mihir Jain, Cees G. M. Snoek
Computer Vision and Image Understanding

2017
{Video2vec} Embeddings Recognize Events when Examples are Scarce  
Amirhossein Habibian, Thomas Mensink, Cees G. M. Snoek
{IEEE} Transactions on Pattern Analysis and Machine Intelligence
PDF URL
2017
Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions  
Pascal Mettes, Cees G. M. Snoek
The IEEE International Conference on Computer Vision (ICCV)
URL
2017
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks  
Kazuma Hashimoto, caiming xiong, Yoshimasa Tsuruoka, Richard Socher
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
PDF
2017
A Deep Reinforced Model for Abstractive Summarization  
Romain Paulus, Caiming Xiong, Richard Socher
preprint
PDF URL
2017
Deep Neural Networks as Gaussian Processes  
Jaehoon Lee, Yasaman Bahri, Roman Novak, Samuel S. Schoenholz, Jeffrey Pennington, Jascha Sohl-Dickstein
preprint
PDF URL
2017
Beating Atari with Natural Language Guided Reinforcement Learning  
Russell Kaplan, Christopher Sauer, Alexander Sosa
ArXiv
PDF URL
2017
Exploring Generalization in Deep Learning  
Behnam Neyshabur, Srinadh Bhojanapalli, David McAllester, Nathan Srebro
ArXiv
PDF URL
2017
{Calculating Probabilities Simplifies Word Learning}  
Aida Nematzadeh, Barend Beekhuizen, Shanshan Huang, Suzanne Stevenson
CogSci

2017
BWIBots: A platform for bridging the gap between AI and human--robot interaction research  
Piyush Khandelwal, Shiqi Zhang, Jivko Sinapov, Matteo Leonetti, Jesse Thomason, Fangkai Yang, Ilaria Gori, Maxwell Svetlik, Priyanka Khante, Vladimir Lifschitz, J K Aggarwal, Raymond Mooney, Peter Stone
The International Journal of Robotics Research
PDF URL
2017
Adversarial Ranking for Language Generation  
Kevin Lin, Dianqi Li, Xiaodong He, Zhengyou Zhang, Ming-Ting Sun
NIPS
PDF URL
2017
Evolution Strategies as a Scalable Alternative to Reinforcement Learning  
Tim Salimans, Jonathan Ho, Xi Chen, Ilya Sutskever
ArXiv
PDF URL
2017
Interactively Picking Real-World Objects with Unconstrained Spoken Language Instructions  
Jun Hatori, Yuta Kikuchi, Sosuke Kobayashi, Kuniyuki Takahashi, Yuta Tsuboi, Yuya Unno, Wilson Ko, Jethro Tan
International Conference on Robotics and Automation (ICRA) 2018
PDF
2017
A Generative Framework for Multimodal Learning of Spatial Concepts and Object Categories: An Unsupervised Part-of-Speech Tagging and 3D Visual Perception Based Approach  
Amir Aly, Akira Taniguchi, Tadahiro Taniguchi
Joint IEEE International Conference on Development and Learning
PDF URL
2017
DeepCoder: Learning to Write Programs  
Matej Balog, Alexander L. Gaunt, Marc Brockschmidt, Sebastian Nowozin, Daniel Tarlow
ICLR
PDF URL
2017
{Accurately and Efficiently Interpreting Human-Robot Instructions of Varying Granularities}  
Dilip Arumugam, Siddharth Karamcheti, Nakul Gopalan, Lawson L. S. Wong, Stefanie Tellex
Robotics: Science and Systems
PDF URL
2017
{MUTAN: Multimodal Tucker Fusion for Visual Question Answering}  
Hedi Ben-younes, R{\'e}mi Cadene, Matthieu Cord, Nicolas Thome
preprint
PDF URL
2017
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols  
Serhii Havrylov, Ivan Titov
ArXiv
PDF URL
2017
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols  
Serhii Havrylov, Ivan Titov
Neural Information Processing Systems
PDF URL
2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling  
Diego Marcheggiani, Ivan Titov
ArXiv
PDF URL
2017
SenseNet: 3D Objects Database and Tactile Simulator  
Jason Toy
preprint
PDF
2017
Translating Videos to Commands for Robotic Manipulation with Deep Recurrent Neural Networks  
Anh Nguyen, Dimitrios Kanoulas, Luca Muratore, Darwin G. Caldwell, Nikos G. Tsagarakis
preprint
PDF URL
2017
Neural Machine Translation with Source-Side Latent Graph Parsing  
Kazuma Hashimoto, Yoshimasa Tsuruoka
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
PDF URL
2017
One Model To Learn Them All  
Lukasz Kaiser, Aidan N Gomez, Noam Shazeer, Ashish Vaswani, Niki Parmar, Llion Jones, Jakob Uszkoreit
ArXiv
PDF URL
2017
Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation  
Nasrin Mostafazadeh, Chris Brockett, Bill Dolan, Michel Galley, Jianfeng Gao, Georgios P Spithourakis, Lucy Vanderwende
ArXiv
PDF
2017
Using Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Grasping  
Konstantinos Bousmalis, Alex Irpan, Paul Wohlhart, Yunfei Bai, Matthew Kelcey, Mrinal Kalakrishnan, Laura Downs, Julian Ibarz, Peter Pastor, Kurt Konolige, Sergey Levin, Vincent Vanhoucke
preprint
PDF URL
2017
Universal representations:The missing link between faces, text, planktons, and cat breeds  
Hakan Bilen, Andrea Vedaldi
ArXiv
PDF URL
2017
{Teaching a Machine to Read Maps with Deep Reinforcement Learning}  
Gino Brunner, Oliver Richter, Yuyi Wang, Roger Wattenhofer
Proceedings of the 32nd AAAI Conference on Artificial Intelligence
PDF URL
2017
Learning from Simulated and Unsupervised Images through Adversarial Training  
Ashish Shrivastava, Tomas Pfister, Oncel Tuzel, Josh Susskind, Wenda Wang, Russ Webb
CVPR
PDF URL
2017
{VAE with a VampPrior}  
Jakub M. Tomczak, Max Welling
16 pages, final version, AISTATS 2018
PDF URL
2017
Interactive Natural Language Acquisition in a Multi-modal Recurrent Neural Architecture  
Stefan Heinrich, Stefan Wermter
ArXiv
PDF URL
2017
Learning End-to-End Goal-Oriented Dialog  
Antoine Bordes, Jason Weston
ICLR
PDF URL
2017
PathNet: Evolution Channels Gradient Descent in Super Neural Networks  
Chrisantha Fernando, Dylan Banarse, Charles Blundell, Yori Zwols, David Ha, Andrei A Rusu, Alexander Pritzel, Daan Wierstra
ArXiv
PDF URL
2017
Imagination-Augmented Agents for Deep Reinforcement Learning  
S\'{e}bastien Racani\`{e}re, Theophane Weber, David Reichert, Lars Buesing, Arthur Guez, Danilo Jimenez Rezende, Adri\`{a} Puigdom\`{e}nech Badia, Oriol Vinyals, Nicolas Heess, Yujia Li, Razvan Pascanu, Peter Battaglia, Demis Hassabis, David Silver, Daan Wierstra
Advances in Neural Information Processing Systems 30
PDF URL
2017
Language Generation with Recurrent Generative Adversarial Networks without Pre-training  
Ofir Press, Amir Bar, Ben Bogin, Jonathan Berant, Lior Wolf
ArXiv
PDF
2017
A review of spatial reasoning and interaction for real-world robotics  
C. Landsiedel, V. Rieser, M. Walter, D. Wollherr
Advanced Robotics
PDF URL
2017
Planning with Abstract Markov Decision Processes  
Nakul Gopalan, Marie desJardins, Michael L. Littman, James MacGlashan, Shawn Squire, Stefanie Tellex, John Winder, Lawson L.S. Wong
Twenty-Seventh International Conference on Automated Planning and Scheduling
PDF URL
2017
On the Origin of Deep Learning  
Haohan Wang, Bhiksha Raj, Eric P Xing
ArXiv
PDF URL
2017
{Action Recognition with Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion}  
Weiyao Lin, Yang Mi, Jianxin Wu, Ke Lu, Hongkai Xiong
preprint
PDF URL
2017
A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment  
Haonan Yu, Haichao Zhang, Wei Xu
ArXiv
PDF URL
2017
Dynamic Computational Time for Visual Attention  
Zhichao Li, Yi Yang, Xiao Liu, Shilei Wen, Wei Xu
ArXiv
PDF URL
2017
Predicting Scene Parsing and Motion Dynamics in the Future  
Xiaojie Jin, Huaxin Xiao, Xiaohui Shen, Jimei Yang, Zhe Lin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan
NIPS
PDF URL
2017
Geometric GAN  
Jae Hyun Lim, Jong Chul Ye
ArXiv
PDF
2017
Few-Shot Image Recognition by Predicting Parameters from Activations  
Siyuan Qiao, Chenxi Liu, Wei Shen, Alan Yuille
preprint
PDF URL
2017
{ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond}  
Siyuan Qiao, Wei Shen, Weichao Qiu, Chenxi Liu, Alan Yuille
preprint
PDF URL
2017
{Hindsight Experience Replay}  
Marcin Andrychowicz, Filip Wolski, Alex Ray, Jonas Schneider, Rachel Fong, Peter Welinder, Bob McGrew, Josh Tobin, Pieter Abbeel, Wojciech Zaremba
preprint
PDF URL
2017
Neural AMR: Sequence-to-Sequence Models for Parsing and Generation  
Ioannis Konstas, Srinivasan Iyer, Mark Yatskar, Yejin Choi, Luke S Zettlemoyer
ArXiv
PDF URL
2017
Recurrent Additive Networks  
Kenton Lee, Omer Levy, Luke S Zettlemoyer
ArXiv
PDF
2017
Training RNNs as Fast as CNNs  
Tao Lei, Yu Zhang
preprint
PDF
2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering  
Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, Lei Zhang
Visual Question Answering Challenge at CVPR 2017
PDF URL
2017
How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models  
Zhiliang Tian, Rui Yan, Lili Mou, Yiping Song, Yansong Feng, Dongyan Zhao
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
PDF URL
2017
{The Kinetics Human Action Video Dataset}  
Will Kay, Joao Carreira, Karen Simonyan, Brian Zhang, Chloe Hillier, Sudheendra Vijayanarasimhan, Fabio Viola, Tim Green, Trevor Back, Paul Natsev, Mustafa Suleyman, Andrew Zisserman
arXiv:1705.06950
PDF URL
2017
{Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset}  
Joao Carreira, Andrew Zisserman
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF URL
2018
{Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation}  
Alane Suhr, Yoav Artzi
ACL 2018
PDF
2018
Mapping Navigation Instructions to Continuous Control Actions with Position-Visitation Prediction  
Valts Blukis, Dipendra Misra, Ross A. Knepper, Yoav Artzi
Conference on Robot Learning (CoRL)
PDF URL
2018
Following High-level Navigation Instructions on a Simulated Quadcopter with Imitation Learning  
Valts Blukis, Nataly Brukhim, Andrew Bennett, Ross A. Knepper, Yoav Artzi
Proceedings of the Robotics: Science and Systems Conference
PDF URL
2018
{Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments}  
Howard Chen, Alane Suhr, Dipendra Misra, Noah Snavely, Yoav Artzi
preprint
PDF URL
2018
{CHALET: Cornell House Agent Learning Environment}  
Claudia Yan, Dipendra Misra, Andrew Bennett, Aaron Walsman, Yonatan Bisk, Yoav Artzi
ArXiv Preprint 1801.07357
PDF
2018
Commonsense for Generative Multi-Hop Question Answering Tasks  
Lisa Bauer, Yicheng Wang, Mohit Bansal
EMNLP
URL
2018
Memorize or generalize? Searching for a compositional RNN in a haystack  
Adam Li{\v s}ka, Germ{\'a}n Kruszewski, Marco Baroni
preprint
PDF URL
2018
{Colorless green recurrent networks dream hierarchically}  
Kristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, Marco Baroni
Accepted to NAACL 2018
PDF URL
2018
Generalization without Systematicity:On the Compositional Skills of Sequence-to-Sequence Recurrent Networks  
Brenden M. Lake, Marco Baroni
35th International Conference on Machine Learning
PDF
2018
Reinforcement Learning: An Introduction. Second edition  
Richard S Sutton, Andrew G Barto
journal
PDF URL
2018
Embodied Question Answering  
Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2018
{BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop}  
Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou, Lucas Willems, Chitwan Saharia, Thien Huu Nguyen, Yoshua Bengio
Preprint. Work in progress
PDF URL
2018
{Unsupervised Text Style Transfer using Language Models as Discriminators}  
Zichao Yang, Zhiting Hu, Chris Dyer, Eric P. Xing, Taylor Berg-Kirkpatrick
preprint
PDF URL
2018
{Visual Referring Expression Recognition: What Do Systems Actually Learn?}  
Volkan Cirik, Louis-Philippe Morency, Taylor Berg-Kirkpatrick
NAACL2018 short
PDF URL
2018
{Unsupervised Learning of Syntactic Structure with Invertible Neural Projections}  
Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick
EMNLP 2018
PDF
2018
TVQA: Localized, Compositional Video Question Answering  
Jie Lei, Licheng Yu, Mohit Bansal, Tamara L Berg
EMNLP
PDF URL
2018
{MAttNet: Modular Attention Network for Referring Expression Comprehension}  
Licheng Yu, Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu, Mohit Bansal, Tamara L. Berg
14 pages, 13 figures, Project and Demo: http://gpuvision.cs.unc.edu/refer/comprehension
PDF URL
2018
{Comparatives, Quantifiers, Proportions: A Multi-Task Model for the Learning of Quantities from Vision}  
Sandro Pezzelle, Ionut-Teodor Sorodoc, Raffaella Bernardi
12 pages (references included). To appear in the Proceedings of NAACL-HLT 2018
PDF URL
2018
VizWiz Grand Challenge: Answering Visual Questions from Blind People  
Danna Gurari, Qing Li, Abigale J. Stangl, Anhong Guo, Chi Lin, Kristen Grauman, Jiebo Luo, Jeffrey P. Bigham
Accepted to CVPR 2018
PDF URL
2018
Inducing Grammars with and for Neural Machine Translation  
Ke Tran, Yonatan Bisk
Proceedings of the 2nd Workshop on Neural Machine Translation
PDF URL
2018
A Dataset for Document Grounded Conversations  
Kangyan Zhou, Shrimai Prabhumoye, Alan W Black
Conference on Empirical Methods in Natural Language Processing (EMNLP)
PDF URL
2018
{Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for Contact-Rich Tasks}  
Michelle A. Lee, Yuke Zhu, Krishnan Srinivasan, Parth Shah, Silvio Savarese, Li Fei-Fei, Animesh Garg, Jeannette Bohg
ICRA 2019
PDF URL
2018
Machine Theory of Mind  
Neil C. Rabinowitz, Frank Perbet, H. Francis Song, Chiyuan Zhang, S.M. Ali Eslami, Matthew Botvinick
arXiv:1802.07740
PDF URL
2018
{Probing Physics Knowledge Using Tools from Developmental Psychology}  
Luis Piloto, Ari Weinstein, Dhruva TB, Arun Ahuja, Mehdi Mirza, Greg Wayne, David Amos, Chia-chun Hung, Matt Botvinick
preprint
PDF URL
2018
{On the importance of single directions for generalization}  
Ari S. Morcos, David G. T. Barrett, Neil C. Rabinowitz, Matthew Botvinick
ICLR 2018
PDF URL
2018
{Sim-to-Real via Sim-to-Sim: Data-efficient Robotic Grasping via Randomized-to-Canonical Adaptation Networks}  
Stephen James, Paul Wohlhart, Mrinal Kalakrishnan, Dmitry Kalashnikov, Alex Irpan, Julian Ibarz, Sergey Levine, Raia Hadsell, Konstantinos Bousmalis
preprint
PDF URL
2018
Neural Sign Language Translation  
Necati Cihan Camgoz, Simon Hadfield, Oscar Koller, Hermann Ney, Richard Bowden
CVPR
PDF URL
2018
{ListOps: A Diagnostic Dataset for Latent Tree Learning}  
Nikita Nangia, Samuel R. Bowman
NAACL-SRW
PDF
2018
Methodological Cyborg as Black Feminist Technology: Constructing the Social Self Using Computational Digital Autoethnography and Social Media  
Nicole M Brown
Cultural Studies ↔ Critical Methodologies
PDF URL
2018
{SparseMAP: Differentiable Sparse Structured Inference}  
Vlad Niculae, Andr{\'e} F. T. Martins, Mathieu Blondel, Claire Cardie
15 pages, including appendix
PDF URL
2018
Bridging HMMs and RNNs through Architectural Transformations  
Jan Buys, Yonatan Bisk, Yejin Choi
32nd Conference on Neural Information Processing Systems (NIPS 2018), IRASL workshop
PDF URL
2018
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference  
Rowan Zellers, Yonatan Bisk, Roy Schwartz, Yejin Choi
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP)
PDF URL
2018
Emergent Communication through Negotiation  
Kris Cao, Angeliki Lazaridou, Marc Lanctot, Joel Z Leibo, Karl Tuyls, Stephen Clark
International Conference on Learning Representations
PDF URL
2018
{Prestige drives epistemic inequality in the diffusion of scientific ideas}  
Allison C. Morgan, Dimitrios Economou, Samuel F. Way, Aaron Clauset
preprint
PDF URL
2018
Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning  
Felipe Petroski Such, Vashisht Madhavan, Edoardo Conti, Joel Lehman, Kenneth O. Stanley, Jeff Clune
preprint

2018
The limits and potentials of deep learning for robotics  
Niko S{\"u}nderhauf, Oliver Brock, Walter Scheirer, Raia Hadsell, Dieter Fox, J{\"u}rgen Leitner, Ben Upcroft, Pieter Abbeel, Wolfram Burgard, Michael Milford, Peter Corke
The International Journal of Robotics Research
PDF URL
2018
{A Critical Investigation of Deep Reinforcement Learning for Navigation}  
Vikas Dhiman, Shurjo Banerjee, Brent Griffin, Jeffrey M Siskind, Jason J Corso
preprint
PDF URL
2018
{Recurrent Neural Networks in Linguistic Theory: Revisiting Pinker and Prince (1988) and the Past Tense Debate}  
Christo Kirov, Ryan Cotterell
TACL
PDF
2018
On the Information Bottleneck Theory of Deep Learning  
Andrew M. Saxe, Yamini Bansal, Joel Dapello, Madhu Advani, Artemy Kolchinksy, Brendan D. Tracey, David D. Cox
ICLR
PDF URL
2018
{Speaker-Follower Models for Vision-and-Language Navigation}  
Daniel Fried, Ronghang Hu, Volkan Cirik, Anna Rohrbach, Jacob Andreas, Louis-Philippe Morency, Taylor Berg-Kirkpatrick, Kate Saenko, Dan Klein, Trevor Darrell
NeurIPS
PDF URL
2018
{Think Visually: Question Answering through Virtual Imagery}  
Ankit Goyal, Jian Wang, Jia Deng
ACL
PDF URL
2018
{Learning a SAT Solver from Single-Bit Supervision}  
Daniel Selsam, Matthew Lamm, Benedikt Bunz, Percy Liang, Leonardo de Moura, David L. Dill
preprint
PDF URL
2018
{Vision-based Navigation with Language-based Assistance via Imitation Learning with Indirect Intervention}  
Khanh Nguyen, Debadeepta Dey, Chris Brockett, Bill Dolan
14 pages, 11 figures, appendix included
PDF URL
2018
Extracting Commonsense Properties from Embeddings with Limited Human Guidance  
Yiben Yang, Larry Birnbaum, Ji-Ping Wang, Doug Downey
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
PDF URL
2018
{ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension}  
Sheng Zhang, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Kevin Duh, Benjamin Van Durme
14 pages
PDF URL
2018
{Hypothesis Only Baselines in Natural Language Inference}  
Adam Poliak, Jason Naradowsky, Aparajita Haldar, Rachel Rudinger, Benjamin {Van Durme}
Joint Conference on Lexical and Computational Semantics (StarSem)
PDF URL
2018
Investigating Human Priors for Playing Video Games  
Rachit Dubey, Pulkit Agrawal, Deepak Pathak, Thomas L. Griffiths, Alexei A. Efros
ICML
PDF URL
2018
{Modeling Semantic Plausibility by Injecting World Knowledge}  
Su Wang, Greg Durrett, Katrin Erk
camera-ready draft (with link to data), Published at NAACL 2018 as a conference paper (oral)
PDF URL
2018
{Conditional Neural Processes}  
Marta Garnelo, Dan Rosenbaum, Chris J. Maddison, Tiago Ramalho, David Saxton, Murray Shanahan, Yee Whye Teh, Danilo J. Rezende, S. M. Ali Eslami
preprint
PDF URL
2018
YOLOv3: An Incremental Improvement  
Joseph Redmon, Ali Farhadi
preprint
PDF URL
2018
{IQA: Visual Question Answering in Interactive Environments}  
Daniel Gordon, Aniruddha Kembhavi, Mohammad Rastegari, Joseph Redmon, Dieter Fox, Ali Farhadi
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2018
{RoboTurk: A Crowdsourcing Platform for Robotic Skill Learning through Imitation}  
Ajay Mandlekar, Yuke Zhu, Animesh Garg, Jonathan Booher, Max Spero, Albert Tung, Julian Gao, John Emmons, Anchit Gupta, Emre Orbay, Silvio Savarese, Li Fei-Fei
CoRL
PDF URL
2018
Modeling Others using Oneself in Multi-Agent Reinforcement Learning  
Roberta Raileanu, Emily Denton, Arthur Szlam, Rob Fergus
Proceedings of the 35th International Conference on Machine Learning
PDF URL
2018
Universal Planning Networks: Learning Generalizable Representations for Visuomotor Control  
Aravind Srinivas, Allan Jabri, Pieter Abbeel, Sergey Levine, Chelsea Finn
Proceedings of the 35th International Conference on Machine Learning
PDF
2018
SE3-Pose-Nets: Structured Deep Dynamics Models for Visuomotor Planning and Control  
Arunkumar Byravan, Felix Leeb, Franziska Meier, Dieter Fox
IEEE International Conference on Robotics and Automation (ICRA)
PDF URL
2018
{Reward Learning from Narrated Demonstrations}  
Hsiao-Yu Fish Tung, Adam W. Harley, Liang-Kang Huang, Katerina Fragkiadaki
Conference on Computer Vision and Pattern Recognition (CVPR) 2018
PDF URL
2018
{Compositional Obverter Communication Learning From Raw Visual Input}  
Edward Choi, Angeliki Lazaridou, Nando de Freitas
ICLR
PDF URL
2018
{Playing hard exploration games by watching YouTube}  
Yusuf Aytar, Tobias Pfaff, David Budden, Tom Le Paine, Ziyu Wang, Nando de Freitas
preprint
PDF URL
2018
{Grounded Textual Entailment}  
Hoa Trong Vu, Claudio Greco, Aliia Erofeeva, Somayeh Jafaritazehjan, Guido Linders, Marc Tanti, Alberto Testoni, Raffaella Bernardi, Albert Gatt
COLING
URL
2018
Representation Learning for Class C G Protein-Coupled Receptors Classification  
Ra{\'u}l Cruz-Barbosa, Erik-German Ramos-P{\'e}rez, Jes{\'u}s Giraldo
Molecules
PDF URL
2018
{Long-Term Feature Banks for Detailed Video Understanding}  
Chao-Yuan Wu, Christoph Feichtenhofer, Haoqi Fan, Kaiming He, Philipp Krähenbühl, Ross Girshick
Code and models are available at https://github.com/facebookresearch/video-long-term-feature-banks
PDF
2018
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences  
Max Glockner, Vered Shwartz, Yoav Goldberg
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
PDF URL
2018
Attend and Interact: Higher-Order Object Interactions for Video Understanding  
Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF
2018
Exploring the YouTube science communication gender gap: A sentiment analysis  
Inoka Amarasekara, Will J Grant
Public Understanding of Science
PDF
2018
Learning Explanatory Rules from Noisy Data  
Richard Evans, Edward Grefenstette
Journal of Artificial Intelligence Research
PDF URL
2018
The NarrativeQA Reading Comprehension Challenge  
Tomas Kocisky, Jonathan Schwarz, Phil Blunsom, Chris Dyer, Karl Moritz Hermann, Gabor Melis, Edward Grefenstette
Transactions of the Association for Computational Linguistics
PDF URL
2018
{Learning to Follow Language Instructions with Adversarial Reward Induction}  
Dzmitry Bahdanau, Felix Hill, Jan Leike, Edward Hughes, Pushmeet Kohli, Edward Grefenstette
preprint
PDF URL
2018
{Automatically Composing Representation Transformations as a Means for Generalization}  
Michael B. Chang, Abhishek Gupta, Sergey Levine, Thomas L. Griffiths
ICML workshop Neural Abstract Machines \\& Program Induction
PDF URL
2018
{Learning from Demonstrations for Real World Reinforcement Learning}  
Todd Hester, Matej Vecerik, Olivier Pietquin, Marc Lanctot, Tom Schaul, Bilal Piot, Andrew Sendonaris, Gabriel Dulac-Arnold, Ian Osband, John Agapiou, Joel Z. Leibo, Audrunas Gruslys
AAAI
PDF URL
2018
{Learning to Navigate in Cities Without a Map}  
Piotr Mirowski, Matthew Koichi Grimes, Mateusz Malinowski, Karl Moritz Hermann, Keith Anderson, Denis Teplyashin, Karen Simonyan, Koray Kavukcuoglu, Andrew Zisserman, Raia Hadsell
preprint
PDF URL
2018
{Progress \\& Compress: A scalable framework for continual learning}  
Jonathan Schwarz, Jelena Luketina, Wojciech M. Czarnecki, Agnieszka Grabska-Barwinska, Yee Whye Teh, Razvan Pascanu, Raia Hadsell
ICML 2018
PDF URL
2018
{Visual Robot Task Planning}  
Chris Paxton, Yotam Barnoy, Kapil Katyal, Raman Arora, Gregory D. Hager
preprint
PDF
2018
Visual Robot Task Planning  
Chris Paxton, Yotam Barnoy, Kapil Katyal, Raman Arora, Gregory D. Hager
conference
PDF URL
2018
{FollowNet: Robot Navigation by Following Natural Language Directions with Deep Reinforcement Learning}  
Pararth Shah, Marek Fiser, Aleksandra Faust, J. Chase Kew, Dilek Hakkani-Tur
conference
PDF URL
2018
{Focal Visual-Text Attention for Visual Question Answering}  
Junwei Liang, Lu Jiang, Liangliang Cao, Li-Jia Li, Alexander Hauptmann
In CVPR 2018. Code, models and dataset are available here: https://memexqa.cs.cmu.edu/
PDF URL
2018
SlowFast Networks for Video Recognition  
Christoph Feichtenhofer, Haoqi Fan, Jitendra Malik, Kaiming He
preprint
PDF URL
2018
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks  
Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He
CVPR
PDF URL
2018
{Group Normalization}  
Yuxin Wu, Kaiming He
tech report
PDF URL
2018
{Reinforcement and Imitation Learning for Diverse Visuomotor Skills}  
Yuke Zhu, Ziyu Wang, Josh Merel, Andrei Rusu, Tom Erez, Serkan Cabi, Saran Tunyasuvunakool, J{\'a}nos Kram{\'a}r, Raia Hadsell, Nando de Freitas, Nicolas Heess
13 pages, 6 figures
PDF URL
2018
{Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments}  
Peter Anderson, Qi Wu, Damien Teney, Jake Bruce, Mark Johnson, Niko S{\"u}nderhauf, Ian Reid, Stephen Gould, Anton van den Hengel
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF URL
2018
Children and Gender Inequality: Evidence from Denmark  
Kleven Henrik
preprint
PDF URL
2018
{Encoding Spatial Relations from Natural Language}  
Tiago Ramalho, Tom{\'a}{\v s} Kocisk{\'y}, Frederic Besse, S. M. Ali Eslami, G{\'a}bor Melis, Fabio Viola, Phil Blunsom, Karl Moritz Hermann
preprint
PDF URL
2018
{Interactive Visual Grounding of Referring Expressions for Human-Robot Interaction}  
Mohit Shridhar, David Hsu
In Robotics: Science \\& Systems (RSS) 2018
PDF URL
2018
{Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information}  
Sudha Rao, Hal Daum{\'e} III
ACL
PDF URL
2018
{Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context}  
Urvashi Khandelwal, He He, Peng Qi, Dan Jurafsky
ACL 2018
PDF URL
2018
{IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures}  
Lasse Espeholt, Hubert Soyer, Remi Munos, Karen Simonyan, Volodymir Mnih, Tom Ward, Yotam Doron, Vlad Firoiu, Tim Harley, Iain Dunning, Shane Legg, Koray Kavukcuoglu
preprint
PDF URL
2018
{Modeling Task Effects in Human Reading with Neural Attention}  
Michael Hahn, Frank Keller
preprint
PDF URL
2018
{Talk the Walk: Navigating New York City through Grounded Dialogue}  
Harm de Vries, Kurt Shuster, Dhruv Batra, Devi Parikh, Jason Weston, Douwe Kiela
preprint
PDF URL
2018
Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis  
Rudy Bunel, Matthew Hausknecht, Jacob Devlin, Rishabh Singh, Pushmeet Kohli
International Conference on Learning Representations
PDF URL
2018
{An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling}  
Shaojie Bai, J. Zico Kolter, Vladlen Koltun
preprint
PDF URL
2018
On the Convergence of Adam and Beyond  
Sashank J. Reddi, Satyen Kale, Sanjiv Kumar
International Conference on Learning Representations
PDF URL
2018
{Some Theoretical Properties of GANs}  
G. Biau, LPSM, B. Cadre, ENS Rennes, M. Sangnier, LPSM, U. Tanielian, LPSM
preprint
PDF URL
2018
{Learning Inductive Biases with Simple Neural Networks}  
Reuben Feinman, Brenden M. Lake
Submitted to CogSci 2018
PDF URL
2018
{Grasp2Vec: Learning Object Representations from Self-Supervised Grasping}  
Eric Jang, Coline Devin, Vincent Vanhoucke, Sergey Levine
CoRL 2018. Eric Jang and Coline Devin contributed equally to this work
PDF URL
2018
{QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation}  
Dmitry Kalashnikov, Alex Irpan, Peter Pastor, Julian Ibarz, Alexander Herzog, Eric Jang, Deirdre Quillen, Ethan Holly, Mrinal Kalakrishnan, Vincent Vanhoucke, Sergey Levine
preprint
PDF URL
2018
{Deep Imitative Models for Flexible Inference, Planning, and Control}  
Nicholas Rhinehart, Rowan McAllister, Sergey Levine
preprint
PDF URL
2018
{Stochastic Adversarial Video Prediction}  
Alex X. Lee, Richard Zhang, Frederik Ebert, Pieter Abbeel, Chelsea Finn, Sergey Levine
preprint
PDF URL
2018
{Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow}  
Xue Bin Peng, Angjoo Kanazawa, Sam Toyer, Pieter Abbeel, Sergey Levine
preprint
PDF URL
2018
{Diversity is All You Need: Learning Skills without a Reward Function}  
Benjamin Eysenbach, Abhishek Gupta, Julian Ibarz, Sergey Levine
preprint
PDF URL
2018
{DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer}  
Joseph Suarez, Justin Johnson, Fei-Fei Li
preprint
PDF URL
2018
{Unsupervised Predictive Memory in a Goal-Directed Agent}  
Greg Wayne, Chia-Chun Hung, David Amos, Mehdi Mirza, Arun Ahuja, Agnieszka Grabska-Barwinska, Jack Rae, Piotr Mirowski, Joel Z. Leibo, Adam Santoro, Mevlana Gemici, Malcolm Reynolds, Tim Harley, Josh Abramson, Shakir Mohamed, Danilo Rezende, David Saxton, Adam Cain, Chloe Hillier, David Silver, Koray Kavukcuoglu, Matt Botvinick, Demis Hassabis, Timothy Lillicrap
preprint
PDF URL
2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition  
Sijie Yan, Yuanjun Xiong, Dahua Lin
AAAI
PDF URL
2018
{Revisiting the poverty of the stimulus: hierarchical generalization without a hierarchical bias in recurrent neural networks}  
R. Thomas McCoy, Robert Frank, Tal Linzen
Proceedings of the 40th Annual Conference of the Cognitive Science Society; 10 pages
PDF URL
2018
Language-Based Image Editing with Recurrent Attentive Models  
Jianbo Chen, Yelong Shen, Jianfeng Gao, Jingjing Liu, Xiaodong Liu
CVPR
PDF URL
2018
{How Does Batch Normalization Help Optimization? (No, It Is Not About Internal Covariate Shift)}  
Shibani Santurkar, Dimitris Tsipras, Andrew Ilyas, Aleksander Madry
preprint
PDF URL
2018
{Reconciling modern machine learning and the bias-variance trade-off}  
Mikhail Belkin, Daniel Hsu, Siyuan Ma, Soumik Mandal
preprint
PDF URL
2018
{Compositional Attention Networks for Machine Reasoning}  
Drew A. Hudson, Christopher D. Manning
Published as a conference paper at ICLR 2018
PDF URL
2018
{H}otpot{QA}: A Dataset for Diverse, Explainable Multi-hop Question Answering  
Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William Cohen, Ruslan Salakhutdinov, Christopher D. Manning
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
PDF URL
2018
Learning Interpretable Spatial Operations in a Rich 3D Blocks World  
Yonatan Bisk, Kevin Shih, Yejin Choi, Daniel Marcu
Proceedings of the Thirty-Second Conference on Artificial Intelligence (AAAI-18)
PDF URL
2018
Grounded Language Learning: Where Robotics and NLP Meet  
Cynthia Matuszek
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18)
PDF URL
2018
{Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures}  
Luke Vilnis, Xiang Li, Shikhar Murty, Andrew McCallum
ACL 2018 camera-ready version, 14 pages including appendices
PDF URL
2018
{FEVER: a large-scale dataset for Fact Extraction and VERification}  
James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal
NAACL2018
PDF URL
2018
{The Importance of Being Recurrent for Modeling Hierarchical Structure}  
Ke Tran, Arianna Bisazza, Christof Monz
preprint
PDF URL
2018
{Using Syntax to Ground Referring Expressions in Natural Images}  
Volkan Cirik, Taylor Berg-Kirkpatrick, Louis-Philippe Morency
AAAI 2018
PDF URL
2018
Rethinking Spatiotemporal Feature Learning For Video Understanding  
Saining Xie, Chen Sun, Jonathan Huang, Zhuowen Tu, Kevin Murphy
ECCV
PDF URL
2018
Learning Procedures from Text: Codifying How-to Procedures in Deep Neural Networks  
Hogun Park, Hamid Reza Motahari Nezhad
WWW '18 Companion
PDF
2018
Machine Learning Yearning  
Andrew Ng
book
PDF
2018
Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos  
De-An Huang, Shyamal Buch, Lucio Dery, Animesh Garg, Li Fei-Fei, Juan Carlos Niebles
CVPR
PDF URL
2018
{Self-Attention Generative Adversarial Networks}  
Han Zhang, Ian Goodfellow, Dimitris Metaxas, Augustus Odena
preprint
PDF URL
2018
Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition  
Jianwei Yang, Jiasen Lu, Stefan Lee, Dhruv Batra, Devi Parikh
Conference on Robot Learning (CoRL)
PDF URL
2018
Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution  
Judea Pearl
University of California, Los Angeles
PDF URL
2018
{Learning to Count Objects in Natural Images for Visual Question Answering}  
Yan Zhang, Jonathon Hare, Adam Pr{\"u}gel-Bennett
ICLR 2018
PDF URL
2018
{Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers}  
Ji Gao, Jack Lanchantin, Mary Lou Soffa, Yanjun Qi
preprint
PDF URL
2018
{Phrase-Based \\& Neural Unsupervised Machine Translation}  
Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
preprint
PDF URL
2018
{Simple random search provides a competitive approach to reinforcement learning}  
Horia Mania, Aurelia Guy, Benjamin Recht
preprint
PDF URL
2018
Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers  
Georgios Spithourakis, Sebastian Riedel
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2018
DeepMind Control Suite  
Yuval Tassa, Yotam Doron, Alistair Muldal, Tom Erez, Yazhe Li, Diego de Las Casas, David Budden, Abbas Abdolmaleki, Josh Merel, Andrew Lefrancq, Timothy Lillicrap, Martin Riedmiller
preprint
URL
2018
{Self-supervised Learning of Image Embedding for Continuous Control}  
Carlos Florensa, Jonas Degrave, Nicolas Heess, Jost Tobias Springenberg, Martin Riedmiller
NeurIPS
PDF URL
2018
Are All Languages Equally Hard to Language-Model?  
Ryan Cotterell, Sebastian J. Mielke, Jason Eisner, Brian Roark
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)
PDF URL
2018
{GelSlim: A High-Resolution, Compact, Robust, and Calibrated Tactile-sensing Finger}  
Elliott Donlon, Siyuan Dong, Melody Liu, Jianhua Li, Edward Adelson, Alberto Rodriguez
IEEE IROS 2018. 9 pages
PDF URL
2018
Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences  
Daniel Khashabi, Snigdha Chaturvedi, Michael Roth, Shyam Upadhyay, Dan Roth
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)
PDF URL
2018
Generalized Grounding Graphs: A Probabilistic Framework for Understanding Grounded Commands  
Thomas Kollar, Stefanie Tellex, Matthew Walter, Albert Huang, Abraham Bachrach, Sachi Hemachandra, Emma Brunskill, Ashis Banerjee, Deb Roy, Seth Teller, Nicholas Roy
Journal of Artificial Intelligence Research
PDF URL
2018
{Semi-Amortized Variational Autoencoders}  
Yoon Kim, Sam Wiseman, Andrew C. Miller, David Sontag, Alexander M. Rush
ICML 2018
PDF
2018
Explainable Neural Computation via Stack Neural Module Networks  
Ronghang Hu, Jacob Andreas, Trevor Darrell, Kate Saenko
ECCV
PDF URL
2018
{Gibson Env: Real-World Perception for Embodied Agents}  
Fei Xia, Amir Zamir, Zhi-Yang He, Alexander Sax, Jitendra Malik, Silvio Savarese
Access the code, dataset, and project website at http://gibsonenv.vision/ . CVPR 2018
PDF URL
2018
{Taskonomy: Disentangling Task Transfer Learning}  
Amir Zamir, Alexander Sax, William Shen, Leonidas Guibas, Jitendra Malik, Silvio Savarese
CVPR
PDF URL
2018
{Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering}  
Unnat Jain, Svetlana Lazebnik, Alexander Schwing
CVPR
PDF URL
2018
{Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models}  
Alexander Neitz, Giambattista Parascandolo, Stefan Bauer, Bernhard Sch{\"o}lkopf
preprint
PDF URL
2018
{Do CIFAR-10 Classifiers Generalize to CIFAR-10?}  
Benjamin Recht, Rebecca Roelofs, Ludwig Schmidt, Vaishaal Shankar
preprint
URL
2018
{Rainbow: Combining Improvements in Deep Reinforcement Learning}  
Matteo Hessel, Joseph Modayil, Hado van Hasselt, Tom Schaul, Georg Ostrovski, Will Dabney, Dan Horgan, Bilal Piot, Mohammad Azar, David Silver
AAAI
PDF URL
2018
{Learning the Base Distribution in Implicit Generative Models}  
Cem Subakan, Oluwasanmi Koyejo, Paris Smaragdis
preprint
PDF URL
2018
Annotation Artifacts in Natural Language Inference Data  
Suchin Gururangan, Swabha Swayamdipta, Omer Levy, Roy Schwartz, Samuel Bowman, Noah A. Smith
Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)
PDF URL
2018
{Learning Unsupervised Learning Rules}  
Luke Metz, Niru Maheswaranathan, Brian Cheung, Jascha Sohl-Dickstein
preprint
PDF
2018
Predicting FAD Interacting Residues with Feature Selection and Comprehensive Sequence Descriptors  
R. Yang, C. Zhang, R. Gao, L. Zhang, Q. Song
IEEE/ACM Transactions on Computational Biology and Bioinformatics
PDF URL
2018
{Syntax-Directed Variational Autoencoder for Structured Data}  
Hanjun Dai, Yingtao Tian, Bo Dai, Steven Skiena, Le Song
to appear in ICLR 2018
PDF URL
2018
Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning  
Piyush Sharma, Nan Ding, Sebastian Goodman, Radu Soricut
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
PDF URL
2018
{Seven Sketches in Compositionality: An Invitation to Applied Category Theory}  
Brendan Fong, David I Spivak
preprint
PDF URL
2018
{Learning by Playing - Solving Sparse Reward Tasks from Scratch}  
Martin Riedmiller, Roland Hafner, Thomas Lampe, Michael Neunert, Jonas Degrave, Tom Van de Wiele, Volodymyr Mnih, Nicolas Heess, Jost Tobias Springenberg
A video of the rich set of learned behaviours can be found at https://youtu.be/mPKyvocNe_M
PDF URL
2018
{Towards Understanding the Role of Over-Parametrization in Generalization of Neural Networks}  
Behnam Neyshabur, Zhiyuan Li, Srinadh Bhojanapalli, Yann LeCun, Nathan Srebro
preprint
PDF URL
2018
{Adding One Neuron Can Eliminate All Bad Local Minima}  
Shiyu Liang, Ruoyu Sun, Jason D. Lee, R. Srikant
preprint
PDF URL
2018
{Troubling Trends in Machine Learning Scholarship}  
Zachary C. Lipton, Jacob Steinhardt
ICML 2018: The Debates
PDF URL
2018
Parametrized Hierarchical Procedures for Neural Programming  
Roy Fox, Richard Shin, Sanjay Krishnan, Ken Goldberg, Dawn Song, Ion Stoica
International Conference on Learning Representations
PDF URL
2018
Guiding Exploratory Behaviors for Multi-Modal Grounding of Linguistic Descriptions  
Jesse Thomason, Jivko Sinapov, Raymond J. Mooney, Peter Stone
AAAI
PDF URL
2018
Multi-Task Learning for parsing the Alexa Meaning Representation Language  
Vittorio Perera, Tagyoung Chung, Thomas Kollar, Emma Strubell
AAAI
PDF URL
2018
Improving Language Understanding by Generative Pre-Training  
Alec Radford, Karthik Narasimhan, Tim Salimans, Ilya Sutskever
preprint
PDF URL
2018
{Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge}  
Peter Clark, Isaac Cowhey, Oren Etzioni, Tushar Khot, Ashish Sabharwal, Carissa Schoenick, Oyvind Tafjord
preprint
PDF URL
2018
{What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text}  
Peter Clark, Bhavana Dalvi, Niket Tandon
preprint
PDF
2018
Towards Understanding Object-Directed Actions: A Generative Model for Grounding Syntactic Categories of Speech Through Visual Perception  
Amir Aly, Tadahiro Taniguchi
2018 IEEE International Conference on Robotics and Automation (ICRA)
PDF URL
2018
{Neural Processes}  
Marta Garnelo, Jonathan Schwarz, Dan Rosenbaum, Fabio Viola, Danilo J. Rezende, S. M. Ali Eslami, Yee Whye Teh
preprint
PDF
2018
Sequence-to-Sequence Language Grounding of Non-Markovian Task Specifications  
Nakul Gopalan, Dilip Arumugam, Lawson L. S. Wong, Stefanie Tellex
Robotics: Science and Systems
PDF URL
2018
{Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding}  
Kexin Yi, Jiajun Wu, Chuang Gan, Antonio Torralba, Pushmeet Kohli, Joshua B. Tenenbaum
NIPS
PDF URL
2018
{Word learning and the acquisition of syntactic--semantic overhypotheses}  
Jon Gauthier, Roger Levy, Joshua B. Tenenbaum
preprint
PDF URL
2018
Differentiable Physics and Stable Modes for Tool-Use and Manipulation Planning  
Marc Toussaint, Kelsey R Allen, Kevin A Smith, Joshua B Tenenbaum
Robotics: Science and Systems
PDF URL
2018
{Perceptual Context in Cognitive Hierarchies}  
Bernhard Hengst, Maurice Pagnucco, David Rajaratnam, Claude Sammut, Michael Thielscher
preprint
PDF URL
2018
Continually Improving Grounded Natural Language Understanding through Human-Robot Dialog  
Jesse Thomason
The University of Texas at Austin
PDF URL
2018
Building Generalizable Agents with a Realistic and Rich 3D Environment  
Yi Wu, Yuxin Wu, Georgia Gkioxari, Yuandong Tian
preprint
PDF URL
2018
{A dataset of 40K naturalistic 6-degree-of-freedom robotic grasp demonstrations}  
Rajan Iyengar, Victor Reyes Osorio, Presish Bhattachan, Adrian Ragobar, Bryan Tripp
preprint
PDF
2018
TextWorld: A Learning Environment for Text-based Games  
Marc-Alexandre C\^ot\'e, \'Akos K\'ad\'ar, Xingdi Yuan, Ben Kybartas, Tavian Barnes, Emery Fine, James Moore, Ruo Yu Tao, Matthew Hausknecht, Layla El Asri, Mahmoud Adada, Wendy Tay, Adam Trischler
ArXiv
PDF URL
2018
{Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs}  
Sachin Kumar, Yulia Tsvetkov
preprint
PDF URL
2018
Evidence for a mental health crisis in graduate education  
Teresa M Evans, Lindsay Bira, Jazmin Beltran Gastelum, L Todd Weiss, Nathan L Vanderford
Nature Biotechnology
PDF URL
2018
{Variance Networks: When Expectation Does Not Meet Your Expectations}  
Kirill Neklyudov, Dmitry Molchanov, Arsenii Ashukha, Dmitry Vetrov
preprint
PDF URL
2018
Long Text Generation via Adversarial Training with Leaked Information  
Jiaxian Guo, Sidi Lu, Han Cai, Weinan Zhang, Yong Yu, Jun Wang
AAAI
PDF URL
2018
{Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation}  
Xin Wang, Wenhan Xiong, Hongmin Wang, William Yang Wang
The European Conference on Computer Vision (ECCV)
PDF URL
2018
{Why do deep convolutional networks generalize so poorly to small image transformations?}  
Aharon Azulay, Yair Weiss
preprint
PDF URL
2018
{Spherical CNNs}  
Taco S. Cohen, Mario Geiger, Jonas Koehler, Max Welling
Proceedings of the 6th International Conference on Learning Representations (ICLR), 2018
PDF URL
2018
{Averaging Weights Leads to Wider Optima and Better Generalization}  
Pavel Izmailov, Dmitrii Podoprikhin, Timur Garipov, Dmitry Vetrov, Andrew Gordon Wilson
preprint
PDF URL
2018
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset  
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray
European Conference on Computer Vision (ECCV)
PDF URL
2018
{Explainability by Parsing: Neural Module Tree Networks for Natural Language Visual Grounding}  
Daqing Liu, Hanwang Zhang, Zheng-Jun Zha, Feng Wu
preprint
PDF URL
2018
{Interactive Grounded Language Acquisition and Generalization in a 2D World}  
Haonan Yu, Haichao Zhang, Wei Xu
ICLR
PDF URL
2018
Language to Action: Towards Interactive Task Learning with Physical Agents  
Joyce Y Chai, Qiaozi Gao, Lanbo She, Shaohua Yang, Sari Saba-Sadiya, Guangyue Xu
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18)
PDF URL
2018
{On the Practical Computational Power of Finite Precision RNNs for Language Recognition}  
Gail Weiss, Yoav Goldberg, Eran Yahav
ACL
PDF URL
2018
{DARTS: Differentiable Architecture Search}  
Hanxiao Liu, Karen Simonyan, Yiming Yang
preprint
PDF URL
2018
{A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC}  
Mark Yatskar
Camera Ready Presented at NAACL '19
PDF URL
2018
{Dissecting Contextual Word Embeddings: Architecture and Representation}  
Matthew E. Peters, Mark Neumann, Luke Zettlemoyer, Wen-tau Yih
EMNLP 2018
PDF
2018
An intriguing failing of convolutional neural networks and the coordconv solution  
Rosanne Liu, Joel Lehman, Piero Molino, Felipe Petroski Such, Eric Frank, Alex Sergeev, Jason Yosinski
Proceedings of the 32nd International Conference on Neural Information Processing Systems
PDF URL
2018
Toddler-Inspired Visual Object Learning  
Sven Bambach, David Crandall, Linda Smith, Chen Yu
Advances in Neural Information Processing Systems 31
PDF URL
2018
{Deep contextualized word representations}  
Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, Luke Zettlemoyer
NAACL 2018
PDF URL
2018
{Q}u{AC}: Question Answering in Context  
Eunsol Choi, He He, Mohit Iyyer, Mark Yatskar, Wen-tau Yih, Yejin Choi, Percy Liang, Luke Zettlemoyer
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
PDF URL
2018
Learning to Compose and Reason with Language Tree Structures for Visual Grounding  
Richard Hong, Daqing Liu, Xiaoyu Mo, Xiangnan He, Hanwang Zhang
{IEEE} Transactions on Pattern Analysis and Machine Intelligence
PDF URL
2018
{GOLabeler: improving sequence-based large-scale protein function prediction by learning to rank}  
Ronghui You, Zihan Zhang, Yi Xiong, Fengzhu Sun, Hiroshi Mamitsuka, Shanfeng Zhu
Bioinformatics
PDF URL
2019
A Corpus for Reasoning about Natural Language Grounded in Photographs  
Alane Suhr, Stephanie Zhou, Ally Zhang, Iris Zhang, Huajun Bai, Yoav Artzi
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
PDF
2019
Learning to Map Natural Language Instructions to Physical Quadcopter Control using Simulated Flight  
Valts Blukis, Yannick Terme, Eyvind Niklasson, Ross A. Knepper, Yoav Artzi
Conference on Robot Learning (CoRL)
PDF URL
2019
{Large-scale representation learning from visually grounded untranscribed speech}  
Gabriel Ilharco, Yuan Zhang, Jason Baldridge
arXiv:1909.08782
PDF URL
2019
{Effective and General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping}  
Gabriel Magalhaes, Vihan Jain, Alexander Ku, Eugene Ie, Jason Baldridge
preprint
PDF URL
2019
{Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout}  
Hao Tan, Licheng Yu, Mohit Bansal
NAACL 2019 (12 pages)
PDF URL
2019
{Expressing Visual Relationships via Language}  
Hao Tan, Franck Dernoncourt, Zhe Lin, Trung Bui, Mohit Bansal
ACL 2019 (11 pages)
PDF
2019
TVQA+: Spatio-Temporal Grounding for Video Question Answering  
Jie Lei, Licheng Yu, Tamara L Berg, Mohit Bansal
Tech Report, arXiv
PDF URL
2019
{LXMERT: Learning Cross-Modality Encoder Representations from Transformers}  
Hao Tan, Mohit Bansal
EMNLP
PDF URL
2019
{Multi-Target Embodied Question Answering}  
Licheng Yu, Xinlei Chen, Georgia Gkioxari, Mohit Bansal, Tamara L. Berg, Dhruv Batra
10 pages, 6 figures
PDF URL
2019
{Embodied Question Answering in Photorealistic Environments with Point Cloud Perception}  
Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari, Stefan Lee, Irfan Essa, Devi Parikh, Dhruv Batra
CVPR
PDF URL
2019
{Are We Making Real Progress in Simulated Environments? Measuring the Sim2Real Gap in Embodied Visual Navigation}  
Abhishek Kadian, Joanne Truong, Aaron Gokaslan, Alexander Clegg, Erik Wijmans, Stefan Lee, Manolis Savva, Sonia Chernova, Dhruv Batra
arXiv:1912.06321
PDF URL
2019
{Habitat: A Platform for Embodied AI Research}  
Manolis Savva, Abhishek Kadian, Oleksandr Maksymets, Yili Zhao, Erik Wijmans, Bhavana Jain, Julian Straub, Jia Liu, Vladlen Koltun, Jitendra Malik, Devi Parikh, Dhruv Batra
preprint
PDF URL
2019
Habitat: A Platform for Embodied AI Research  
Manolis Savva, Abhishek Kadian, Oleksandr Maksymets, Yili Zhao, Erik Wijmans, Bhavana Jain, Julian Straub, Jia Liu, Vladlen Koltun, Jitendra Malik, Devi Parikh, Dhruv Batra
International Conference on Computer Vision (ICCV)
PDF URL
2019
Character-based Surprisal as a Model of Reading Difficulty in the Presence of Errors  
Michael Hahn, Frank Keller, Yonatan Bisk, Yonatan Belinkov
The 41st Annual Meeting of the Cognitive Science Society
PDF URL
2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets  
Mor Geva, Yoav Goldberg, Jonathan Berant
EMNLP-IJCNLP
PDF URL
2019
{C}ommonsense{QA}: A Question Answering Challenge Targeting Commonsense Knowledge  
Alon Talmor, Jonathan Herzig, Nicholas Lourie, Jonatha Berant, Alon Talmor, Jonathan Herzig, Nicholas Lourie, Jonathan Berant
Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
PDF
2019
VizWiz-Priv: A Dataset for Recognizing the Presence and Purpose of Private Visual Information in Images Taken by Blind People  
Danna Gurari, Qing Li, Chi Lin, Yinan Zhao, Anhong Guo, Abigale Stangl, Jeffrey P. Bigham
CVPR 2019
PDF URL
2019
Shifting the Baseline: Single Modality Performance on Visual Navigation \\& QA  
Jesse Thomason, Daniel Gordon, Yonatan Bisk
Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2019
{Word2vec to behavior: morphology facilitates the grounding of language in machines}  
David Matthews, Sam Kriegman, Collin Cappelle, Josh Bongard
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
PDF URL
2019
HuggingFace's Transformers: State-of-the-art Natural Language Processing  
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, Jamie Brew
preprint
PDF URL
2019
{Learning Representations by Maximizing Mutual Information Across Views}  
Philip Bachman, R Devon Hjelm, William Buchwalter
preprint
PDF URL
2019
{VisualBERT: A Simple and Performant Baseline for Vision and Language}  
Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, Kai-Wei Chang
Work in Progress
PDF URL
2019
Deep Learning for Symbolic Mathematics  
Guillaume Lample, François Charton
arXiv:1912.01412
PDF URL
2019
{CAGE: Context-Aware Grasping Engine}  
Weiyu Liu, Angel Daruna, Sonia Chernova
2020 International Conference on Robotics and Automation (ICRA 2020)
PDF URL
2019
{Tool Macgyvering: Tool Construction Using Geometric Reasoning}  
Lakshmi Nair, Jonathan Balloch, Sonia Chernova
International Conference on Robotics and Automation 2019
PDF URL
2019
{RoboCSE: Robot Common Sense Embedding}  
Angel Daruna, Weiyu Liu, Zsolt Kira, Sonia Chernova
ICRA
PDF URL
2019
HellaSwag: Can a Machine Really Finish Your Sentence?  
Rowan Zellers, Ari Holtzman, Yonatan Bisk, Ali Farhadi, Yejin Choi
Proceedings of the Association for Computational Linguistics
PDF URL
2019
Defending Against Neural Fake News  
Rowan Zellers, Ari Holtzman, Hannah Rashkin, Yonatan Bisk, Ali Farhadi, Franziska Roesner, Yejin Choi
Thirty-third Conference on Neural Information Processing Systems
PDF URL
2019
SocialIQA: Commonsense Reasoning about Social Interactions  
Maarten Sap, Hannah Rashkin, Derek Chen, Ronan LeBras, Yejin Choi
EMNLP
PDF URL
2019
Do Neural Language Representations Learn Physical Commonsense?  
Maxwell Forbes, Ari Holtzman, Yejin Choi
Annual Conference of the Cognitive Science Society (CogSci 2019)The Proceedings of the 41st Annual Conference of the Cognitive Science Society (CogSci 2019)
PDF URL
2019
Robust Navigation with Language Pretraining and Stochastic Sampling  
Xiujun Li, Chunyuan Li, Qiaolin Xia, Yonatan Bisk, Asli Celikyilmaz, Jianfeng Gao, Noah Smith, Yejin Choi
EMNLP
PDF URL
2019
WINOGRANDE: An Adversarial Winograd Schema Challenge at Scale  
Keisuke Sakaguchi, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi
preprint
PDF URL
2019
{COMET: Commonsense Transformers for Automatic Knowledge Graph Construction}  
Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz, Yejin Choi
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL)
PDF URL
2019
From Recognition to Cognition: Visual Commonsense Reasoning  
Rowan Zellers, Yonatan Bisk, Ali Farhadi, Yejin Choi
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF URL
2019
Benchmarking Hierarchical Script Knowledge  
Yonatan Bisk, Jan Buys, Karl Pichotta, Yejin Choi
Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF URL
2019
A tutorial on SE(3) transformation parameterizations and on-manifold optimization  
Jos{\'e} Luis Blanco Claraco
Universidad de M{\`a}alaga
PDF
2019
Bayesian Analysis in Natural Language Processing, Second Edition  
Shay Cohen
book
PDF URL
2019
{VL-BERT: Pre-training of Generic Visual-Linguistic Representations}  
Weijie Su, Xizhou Zhu, Yue Cao, Bin Li, Lewei Lu, Furu Wei, Jifeng Dai
Work in progress
PDF URL
2019
{Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks}  
Joanna Materzynska, Tete Xiao, Roei Herzig, Huijuan Xu, Xiaolong Wang, Trevor Darrell
arXiv:1912.09930
PDF
2019
Spatio-Temporal Action Graph Networks  
Roei Herzig, Elad Levi, Huijuan Xu, Hang Gao, Eli Brosh, Xiaolong Wang, Amir Globerson, Trevor Darrell
The IEEE International Conference on Computer Vision (ICCV) Workshops
PDF
2019
Learning Latent Dynamics for Planning from Pixels  
Danijar Hafner, Timothy Lillicrap, Ian Fischer, Ruben Villegas, David Ha, Honglak Lee, James Davidson
International Conference on Machine Learning
PDF URL
2019
{Multimodal Intelligence: Representation Learning, Information Fusion, and Applications}  
Chao Zhang, Zichao Yang, Xiaodong He, Li Deng
arXiv:1911.03977
PDF URL
2019
{Multi-hop Question Answering via Reasoning Chains}  
Jifan Chen, Shih-ting Lin, Greg Durrett
arXiv:1910.02610
PDF URL
2019
Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity  
Deepak Pathak, Chris Lu, Trevor Darrell, Phillip Isola, Alexei A. Efros
NeurIPS
PDF URL
2019
Specializing Word Embeddings (for Parsing) by Information Bottleneck  
Xiang Lisa Li, Jason Eisner
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
PDF URL
2019
Neural Finite-State Transducers: Beyond Rational Relations  
Chu-Cheng Lin, Hao Zhu, Matthew R. Gormley, Jason Eisner
Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
PDF URL
2019
Compositional Generalization in Image Captioning  
Mitja Nikolaus, Mostafa Abdou, Matthew Lamm, Rahul Aralikatte, Desmond Elliott
CoNLL
PDF URL
2019
Now We’re Talking: Learning by Explaining Your Reasoning to a Social Robot  
Frances M. Wijnen, Daniel P. Davison, Dennis Reidsma, Jan Van Der Meij, Vicky Charisi, Vanessa Evers
J. Hum.-Robot Interact.
PDF URL
2019
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems  
Fei Mi, Minlie Huang, Jiyong Zhang, Boi Faltings
IJCAI
PDF
2019
Dynamics Learning with Cascaded Variational Inference for Multi-Step Manipulation  
Kuan Fang, Yuke Zhu, Animesh Garg, Silvio Savarese, Li Fei-Fei
Conference on Robot Learning (CoRL)
PDF URL
2019
{Does Learning Require Memorization? A Short Tale about a Long Tail}  
Vitaly Feldman
Added illustrations, significantly revised introduction, discussion and the section on memorization
PDF URL
2019
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation  
Towaki Takikawa, David Acuna, Varun Jampani, Sanja Fidler
preprint
PDF URL
2019
{RoboNet: Large-Scale Multi-Robot Learning}  
Sudeep Dasari, Frederik Ebert, Stephen Tian, Suraj Nair, Bernadette Bucher, Karl Schmeckpeper, Siddharth Singh, Sergey Levine, Chelsea Finn
Conference on Robot Learning (CoRL)
PDF URL
2019
{Improvisation through Physical Understanding: Using Novel Objects as Tools with Visual Foresight}  
Annie Xie, Frederik Ebert, Sergey Levine, Chelsea Finn
preprint
PDF URL
2019
{Learning Predictive Models From Observation and Interaction}  
Karl Schmeckpeper, Annie Xie, Oleh Rybkin, Stephen Tian, Kostas Daniilidis, Sergey Levine, Chelsea Finn
arXiv:1912.12773
PDF URL
2019
{Language as an Abstraction for Hierarchical Deep Reinforcement Learning}  
Yiding Jiang, Shixiang Gu, Kevin Murphy, Chelsea Finn
preprint
PDF URL
2019
6-DOF GraspNet: Variational Grasp Generation for Object Manipulation  
Arsalan Mousavian, Clemens Eppner, Dieter Fox
ICCV
PDF URL
2019
Early Fusion for Goal Directed Robotic Vision  
Aaron Walsman, Yonatan Bisk, Saadia Gabriel, Dipendra Misra, Yoav Artzi, Yejin Choi, Dieter Fox
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems
PDF URL
2019
Prospection: Interpretable Plans From Language By Predicting the Future  
Chris Paxton, Yonatan Bisk, Jesse Thomason, Arunkumar Byravan, Dieter Fox
Proceedings of the International Conference on Robotics and Automation (ICRA)
PDF URL
2019
The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation  
Christopher Xie, Yu Xiang, Arsalan Mousavian, Dieter Fox
Conference on Robot Learning (CoRL)
PDF URL
2019
Learning Compositional Neural Programs with Recursive Tree Search and Planning  
Thomas Pierrot, Guillaume Ligner, Scott E Reed, Olivier Sigaud, Nicolas Perrin, Alexandre Laterre, David Kas, Karim Beguir, Nando de Freitas
Advances in Neural Information Processing Systems 32
PDF URL
2019
The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens  
Naihui Zhou, Yuxiang Jiang, Timothy R. Bergquist, Alexandra J. Lee, Balint Z. Kacsoh, Alex W. Crocker, Kimberley A. Lewis, George Georghiou, Huy N. Nguyen, Md Nafiz Hamid, Larry Davis, Tunca Dogan, Volkan Atalay, Ahmet S. Rifaioglu, Alperen Dalkıran, Rengul Cetin Atalay, Chengxin Zhang, Rebecca L. Hurto, Peter L. Freddolino, Yang Zhang, Prajwal Bhat, Fran Supek, José M. Fernández, Branislava Gemovic, Vladimir R. Perovic, Radoslav S. Davidović, Neven Sumonja, Nevena Veljkovic, Ehsaneddin Asgari, Mohammad R. K. Mofrad, Giuseppe Profiti, Castrense Savojardo, Pier Luigi Martelli, Rita Casadio, Florian Boecker, Heiko Schoof, Indika Kahanda, Natalie Thurlby, Alice C. McHardy, Alexandre Renaux, Rabie Saidi, Julian Gough, Alex A. Freitas, Magdalena Antczak, Fabio Fabris, Mark N. Wass, Jie Hou, Jianlin Cheng, Zheng Wang, Alfonso E. Romero, Alberto Paccanaro, Haixuan Yang, Tatyana Goldberg, Chenguang Zhao, Liisa Holm, Petri Törönen, Alan J. Medlar, Elaine Zosa, Itamar Borukhov, Ilya Novikov, Angela Wilkins, Olivier Lichtarge, Po-Han Chi, Wei-Cheng Tseng, Michal Linial, Peter W. Rose, Christophe Dessimoz, Vedrana Vidulin, Saso Dzeroski, Ian Sillitoe, Sayoni Das, Jonathan Gill Lees, David T. Jones, Cen Wan, Domenico Cozzetto, Rui Fa, Mateo Torres, Alex Warwick Vesztrocy, Jose Manuel Rodriguez, Michael L. Tress, Marco Frasca, Marco Notaro, Giuliano Grossi, Alessandro Petrini, Matteo Re, Giorgio Valentini, Marco Mesiti, Daniel B. Roche, Jonas Reeb, David W. Ritchie, Sabeur Aridhi, Seyed Ziaeddin Alborzi, Marie-Dominique Devignes, Da Chen Emily Koo, Richard Bonneau, Vladimir Gligorijević, Meet Barot, Hai Fang, Stefano Toppo, Enrico Lavezzo, Marco Falda, Michele Berselli, Silvio C. E. Tosatto, Marco Carraro, Damiano Piovesan, Hafeez Ur Rehman, Qizhong Mao, Shanshan Zhang, Slobodan Vucetic, Gage S. Black, Dane Jo, Erica Suh, Jonathan B. Dayton, Dallas J. Larsen, Ashton R. Omdahl, Liam J. McGuffin, Danielle A. Brackenridge, Patricia C. Babbitt, Jeffrey M. Yunes, Paolo Fontana, Feng Zhang, Shanfeng Zhu, Ronghui You, Zihan Zhang, Suyang Dai, Shuwei Yao, Weidong Tian, Renzhi Cao, Caleb Chandler, Miguel Amezola, Devon Johnson, Jia-Ming Chang, Wen-Hung Liao, Yi-Wei Liu, Stefano Pascarelli, Yotam Frank, Robert Hoehndorf, Maxat Kulmanov, Imane Boudellioua, Gianfranco Politano, Stefano Di Carlo, Alfredo Benso, Kai Hakala, Filip Ginter, Farrokh Mehryary, Suwisa Kaewphan, Jari Björne, Hans Moen, Martti E. E. Tolvanen, Tapio Salakoski, Daisuke Kihara, Aashish Jain, Tomislav Šmuc, Adrian Altenhoff, Asa Ben-Hur, Burkhard Rost, Steven E. Brenner, Christine A. Orengo, Constance J. Jeffery, Giovanni Bosco, Deborah A. Hogan, Maria J. Martin, Claire O’Donovan, Sean D. Mooney, Casey S. Greene, Predrag Radivojac, Iddo Friedberg
Genome Biology
PDF URL
2019
Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving  
Imanol Schlag, Paul Smolensky, Roland Fernandez, Nebojsa Jojic, JÃŒrgen Schmidhuber, Jianfeng Gao
Thirty-third Conference on Neural Information Processing Systems (NeurIPS) 2019
PDF URL
2019
Unified Vision-Language Pre-Training for Image Captioning and VQA  
Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, Jianfeng Gao
Thirty-Fourth AAAI Conference on Artificial Intelligence
PDF URL
2019
Natural- to Formal-Language Generation using Tensor Product Representations  
Kezhen Chen, Qiuyuan Huang, Hamid Palangi, Paul Smolensky, Kenneth D. Forbus, Jianfeng Gao
Thirty-third Conference on Neural Information Processing Systems (NeurIPS) 2019
PDF
2019
Do NLP Models Know Numbers? Probing Numeracy in Embedding  
Eric Wallace, Yizhong Wang, Sujian Li, Sameer Singh, Matt Gardner
EMNLP-IJCNLP
PDF URL
2019
Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs  
Miguel Lázaro-Gredilla, Dianhuan Lin, J. Swaroop Guntupalli, Dileep George
Science Robotics
PDF URL
2019
PHYRE: A New Benchmark for Physical Reasoning  
Anton Bakhtin, Laurens van der Maaten, Justin Johnson, Laura Gustafson, Ross Girshick
preprint
PDF URL
2019
{From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following}  
Justin Fu, Anoop Korattikara, Sergey Levine, Sergio Guadarrama
ICLR
PDF URL
2019
{PyRobot: An Open-source Robotics Framework for Research and Benchmarking}  
Adithyavairavan Murali, Tao Chen, Kalyan Vasudev Alwala, Dhiraj Gandhi, Lerrel Pinto, Saurabh Gupta, Abhinav Gupta
preprint
PDF URL
2019
Learning to Predict Without Looking Ahead: World Models Without Forward Prediction  
C. Daniel Freeman, Luke Metz, David Ha
Thirty-third Conference on Neural Information Processing Systems
PDF URL
2019
{REVERIE: Remote Embodied Visual Referring Expression in Real Indoor Environments}  
Yuankai Qi, Qi Wu, Peter Anderson, Xin Wang, William Yang Wang, Chunhua Shen, Anton van den Hengel
arXiv:1904.10151
PDF URL
2019
Collaborative Dialogue in {M}inecraft  
Anjali Narayan-Chen, Prashant Jayannavar, Julia Hockenmaier
Proceedings of the 57th Conference of the Association for Computational Linguistics
PDF URL
2019
{DeepGOPlus: improved protein function prediction from sequence}  
Maxat Kulmanov, Robert Hoehndorf
Bioinformatics
PDF URL
2019
{ViCo: Word Embeddings from Visual Co-occurrences}  
Tanmay Gupta, Alexander Schwing, Derek Hoiem
ICCV
PDF URL
2019
Physics-as-Inverse-Graphics: Joint Unsupervised Learning of Objects and Physics from Video  
Miguel Jaques, Michael Burke, Timothy Hospedales
arXiv:1905.11169v1
PDF URL
2019
{Inferring Compact Representations for Efficient Natural Language Understanding of Robot Instructions}  
Siddharth Patki, Andrea F. Daniele, Matthew R. Walter, Thomas M. Howard
Accepted to ICRA 2019
PDF URL
2019
Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning  
Khanh Nguyen, Hal Daumé III
EMNLP-IJCNLP
PDF URL
2019
{Transferable Representation Learning in Vision-and-Language Navigation}  
Haoshuo Huang, Vihan Jain, Harsh Mehta, Alexander Ku, Gabriel Magalhaes, Jason Baldridge, Eugene Ie
To appear in ICCV 2019
PDF URL
2019
Multi-modal Discriminative Model for Vision-and-Language Navigation  
Haoshuo Huang, Vihan Jain, Harsh Mehta, Jason Baldridge, Eugene Ie
Proceedings of the Combined Workshop on Spatial Language Understanding ({S}p{LU}) and Grounded Communication for Robotics ({R}obo{NLP})
PDF URL
2019
Rethinking statistical learning theory: learning using statistical invariants  
Vladimir Vapnik, Rauf Izmailov
Machine Learning
PDF URL
2019
Temporal Reasoning via Audio Question Answering  
Haytham M. Fayek, Justin Johnson
preprint
PDF URL
2019
Large Memory Layers with Product Keys  
Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Herv{\'e} J{\'e}gou
preprint
PDF URL
2019
Self-Routing Capsule Networks  
Taeyoung Hahn, Myeongjang Pyeon, Gunhee Kim
Advances in Neural Information Processing Systems 32
PDF URL
2019
{The Regretful Agent: Heuristic-Aided Navigation through Progress Estimation}  
Chih-Yao Ma, Zuxuan Wu, Ghassan AlRegib, Caiming Xiong, Zsolt Kira
CVPR
PDF URL
2019
{Does computer vision matter for action?}  
Brady Zhou, Philipp Kr{\"a}henb{\"u}hl, Vladlen Koltun
Published in Science Robotics, 4(30), May 2019
PDF URL
2019
A Review of Robot Learning for Manipulation: Challenges, Representations, and Algorithms  
Oliver Kroemer, Scott Niekum, George Konidaris
misc
PDF URL
2019
{Mutual exclusivity as a challenge for neural networks}  
Kanishk Gandhi, Brenden M. Lake
preprint
PDF URL
2019
Self-training with Noisy Student improves ImageNet classification  
Qizhe Xie, Eduard Hovy, Minh-Thang Luong, Quoc V. Le
preprint
PDF URL
2019
EfficientDet: Scalable and Efficient Object Detection  
Mingxing Tan, Ruoming Pang, Quoc V. Le
misc
PDF URL
2019
{EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks}  
Mingxing Tan, Quoc V. Le
ICML
PDF URL
2019
{12-in-1: Multi-Task Vision and Language Representation Learning}  
Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee
arxiv:1912.02315
PDF URL
2019
{Chasing Ghosts: Instruction Following as Bayesian State Tracking}  
Peter Anderson, Ayush Shrivastava, Devi Parikh, Dhruv Batra, Stefan Lee
preprint
PDF URL
2019
{ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks}  
Jiasen Lu, Dhruv Batra, Devi Parikh, Stefan Lee
11 pages, 5 figures
PDF URL
2019
{Multi-Object Representation Learning with Iterative Variational Inference}  
Klaus Greff, Rapha{\"e}l Lopez Kaufmann, Rishab Kabra, Nick Watters, Chris Burgess, Daniel Zoran, Loic Matthey, Matthew Botvinick, Alexander Lerchner
preprint
PDF URL
2019
{MONet: Unsupervised Scene Decomposition and Representation}  
Christopher P. Burgess, Loic Matthey, Nicholas Watters, Rishabh Kabra, Irina Higgins, Matt Botvinick, Alexander Lerchner
preprint
PDF URL
2019
{LOGAN: Latent Optimisation for Generative Adversarial Networks}  
Yan Wu, Jeff Donahue, David Balduzzi, Karen Simonyan, Timothy Lillicrap
arXiv:1912.00953
PDF URL
2019
{Learning Robust Global Representations by Penalizing Local Predictive Power}  
Haohan Wang, Songwei Ge, Eric P. Xing, Zachary C. Lipton
arXiv:1905.13549
URL
2019
{Estimating Mass Distribution of Articulated Objects through Non-prehensile Manipulation}  
K. Niranjan Kumar, Irfan Essa, C. Karen Liu
arXiv:1907.03964
PDF URL
2019
{Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer}  
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, Peter J. Liu
preprint
PDF URL
2019
{Visually Grounded Neural Syntax Acquisition}  
Haoyue Shi, Jiayuan Mao, Kevin Gimpel, Karen Livescu
To appear at ACL 2019
PDF URL
2019
HAKE: Human Activity Knowledge Engine  
Yong-Lu Li, Liang Xu, Xinpeng Liu, Xijie Huang, Yue Xu, Mingyang Chen, Ze Ma, Shiyi Wang, Hao-Shu Fang, Cewu Lu
arXiv:1904.06539
PDF URL
2019
{Adversarial Examples Are Not Bugs, They Are Features}  
Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras, Logan Engstrom, Brandon Tran, Aleksander Madry
arXiv:1905.02175
PDF URL
2019
{Learning Navigation Subroutines by Watching Videos}  
Ashish Kumar, Saurabh Gupta, Jitendra Malik
preprint
PDF URL
2019
{Answering Complex Open-domain Questions Through Iterative Query Generation}  
Peng Qi, Xiaowen Lin, Leo Mehr, Zijian Wang, Christopher D. Manning
EMNLP-IJCNLP 2019. Xiaowen Lin, Leo Mehr, and Zijian Wang contributed equally. GitHub: https://github.com/qipeng/golden-retriever
PDF URL
2019
{What Does BERT Look At? An Analysis of BERT's Attention}  
Kevin Clark, Urvashi Khandelwal, Omer Levy, Christopher D. Manning
BlackBoxNLP 2019
PDF URL
2019
{C}o{QA}: A Conversational Question Answering Challenge  
Siva Reddy, Danqi Chen, Christopher D. Manning
Transactions of the Association for Computational Linguistics
PDF URL
2019
{Learning by Abstraction: The Neural State Machine}  
Drew A. Hudson, Christopher D. Manning
NeurIPS
PDF URL
2019
{GQA: a new dataset for compositional question answering over real-world images}  
Drew A. Hudson, Christopher D. Manning
CVPR
PDF URL
2019
{The Natural Language of Actions}  
Guy Tennenholtz, Shie Mannor
preprint
PDF URL
2019
{Model-Based Reinforcement Learning for Atari}  
Lukasz Kaiser, Mohammad Babaeizadeh, Piotr Milos, Blazej Osinski, Roy H Campbell, Konrad Czechowski, Dumitru Erhan, Chelsea Finn, Piotr Kozakowski, Sergey Levine, Ryan Sepassi, George Tucker, Henryk Michalewski
preprint
PDF URL
2019
Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs  
Alexia Jolicoeur-Martineau, Ioannis Mitliagkas
preprint
PDF URL
2019
Does My Rebuttal Matter? Insights from a Major {NLP} Conference  
Yang Gao, Steffen Eger, Ilia Kuznetsov, Iryna Gurevych, Yusuke Miyao
Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
PDF
2019
Improving Grounded Natural Language Understanding through Human-Robot Dialog  
Jesse Thomason, Aishwarya Padmakumar, Jivko Sinapov, Nick Walker, Yuqian Jiang, Harel Yedidsion, Justin Hart, Peter Stone, Raymond J. Mooney
International Conference on Robotics and Automation (ICRA)
PDF URL
2019
{Using Natural Language for Reward Shaping in Reinforcement Learning}  
Prasoon Goyal, Scott Niekum, Raymond J. Mooney
preprint
PDF
2019
Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence  
Amir Zadeh, Michael Chan, Paul Pu Liang, Edmund Tong, Louis-Philippe Morency
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF URL
2019
Visual Semantic Navigation using Scene Priors  
Wei Yang, Xiaolong Wang, Ali Farhadi, Abhinav Gupta, Roozbeh Mottaghi
ICLR
PDF URL
2019
{Deep Learning for Deepfakes Creation and Detection}  
Thanh Thi Nguyen, Cuong M. Nguyen, Dung Tien Nguyen, Duc Thanh Nguyen, Saeid Nahavandi
arXiv:1909.11573
PDF URL
2019
{Dynamic Attention Networks for Task Oriented Grounding}  
Soumik Dasgupta, Badri N. Patro, Vinay P. Namboodiri
ICCV Workshop
PDF URL
2019
{Procedure Planning in Instructional Videos}  
Chien-Yi Chang, De-An Huang, Danfei Xu, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles
10 pages, 4 figures
PDF URL
2019
Improving Neural Machine Translation with Parent-Scaled Self-Attention  
Emanuele Bugliarello, Naoaki Okazaki
conference
PDF URL
2019
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering  
Ramakrishna Vedantam, Karan Desai, Stefan Lee, Marcus Rohrbach, Dhruv Batra, Devi Parikh
International Conference on Machine Learning
URL
2019
Active Domain Randomization  
Bhairav Mehta, Manfred Diaz, Florian Golemo, Christopher Pal, Liam Paull
CoRL
PDF URL
2019
Natural Questions: a Benchmark for Question Answering Research  
Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins, Ankur Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming-Wei Chang, Andrew Dai, Jakob Uszkoreit, Quoc Le, Slav Petrov
Transactions of the Association for Computational Linguistics
PDF URL
2019
Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems  
Asma Ghandeharioun, Judy Hanwen Shen, Natasha Jaques, Craig Ferguson, Noah Jones, Agata Lapedriza, Rosalind Picard
NeurIPS
PDF URL
2019
Program Synthesis and Semantic Parsing with Learned Code Idioms  
Eui Chul Shin, Miltiadis Allamanis, Marc Brockschmidt, Alex Polozov
Advances in Neural Information Processing Systems 32
PDF URL
2019
{Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)}  
Santiago Castro, Devamanyu Hazarika, Ver{\'o}nica P{\'e}rez-Rosas, Roger Zimmermann, Rada Mihalcea, Soujanya Poria
ACL
PDF URL
2019
{DiCENet: Dimension-wise Convolutions for Efficient Networks}  
Sachin Mehta, Hannaneh Hajishirzi, Mohammad Rastegari
11 pages, 8 Figures, 4 Tables
PDF URL
2019
What's Hidden in a Randomly Weighted Neural Network?  
Vivek Ramanujan, Mitchell Wortsman, Aniruddha Kembhavi, Ali Farhadi, Mohammad Rastegari
preprint
PDF URL
2019
{Fusion of Detected Objects in Text for Visual Question Answering}  
Chris Alberti, Jeffrey Ling, Michael Collins, David Reitter
preprint
PDF URL
2019
Language Models as Knowledge Bases?  
Fabio Petroni, Tim Rocktäschel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel
EMNLP
PDF URL
2019
{A Survey of Reinforcement Learning Informed by Natural Language}  
Jelena Luketina, Nantas Nardelli, Gregory Farquhar, Jakob Foerster, Jacob Andreas, Edward Grefenstette, Shimon Whiteson, Tim Rockt{\"a}schel
Published at IJCAI'19
PDF URL
2019
Towards VQA Models That Can Read  
Amanpreet Singh, Vivek Natarjan, Meet Shah, Yu Jiang, Xinlei Chen, Devi Parikh, Marcus Rohrbach
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
PDF
2019
How Large Are Lions? Inducing Distributions over Quantitative Attributes  
Yanai Elazar, Abhijit Mahabal, Deepak Ramachandran, Tania Bedrax-Weiss, Dan Roth
ACL
PDF URL
2019
{``}Going on a vacation{''} takes longer than {``}Going for a walk{''}: A Study of Temporal Commonsense Understanding  
Ben Zhou, Daniel Khashabi, Qiang Ning, Dan Roth
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
PDF URL
2019
On Measuring Social Biases in Sentence Encoders  
Chandler May, Alex Wang, Shikha Bordia, Samuel R. Bowman, Rachel Rudinger
Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
PDF URL
2019
Miscommunication Detection and Recovery in Situated Human--Robot Dialogue  
Matthew Marge, Alexander I. Rudnicky
ACM Transactions on Interactive Intelligent Systems (TiiS)
PDF URL
2019
{Latent Normalizing Flows for Discrete Sequences}  
Zachary M. Ziegler, Alexander M. Rush
preprint
PDF
2019
Compound Probabilistic Context-Free Grammars for Grammar Induction  
Yoon Kim, Chris Dyer, Alexander Rush
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
PDF URL
2019
{Multimodal Transformer for Unaligned Multimodal Language Sequences}  
Yao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, J. Zico Kolter, Louis-Philippe Morency, Ruslan Salakhutdinov
preprint
PDF
2019
Situational Fusion of Visual Representation for Visual Navigation  
William B. Shen, Danfei Xu, Yuke Zhu, Leonidas J. Guibas, Li Fei-Fei, Silvio Savarese
ICCV
PDF URL
2019
{VideoBERT: A Joint Model for Video and Language Representation Learning}  
Chen Sun, Austin Myers, Carl Vondrick, Kevin Murphy, Cordelia Schmid
preprint
URL
2019
Learning Video Representations using Contrastive Bidirectional Transformer  
Chen Sun, Fabien Baradel, Kevin Murphy, Cordelia Schmid
preprint
PDF URL
2019
{Unsupervised Minimax: Adversarial Curiosity, Generative Adversarial Networks, and Predictability Minimization}  
Juergen Schmidhuber
12 pages, 1 figure, 87 references
PDF URL
2019
A Mean Field Theory of Batch Normalization  
Greg Yang, Jeffrey Pennington, Vinay Rao, Jascha Sohl-Dickstein, Samuel S. Schoenholz
International Conference on Learning Representations
PDF URL
2019
{Extending Machine Language Models toward Human-Level Language Understanding}  
James L. McClelland, Felix Hill, Maja Rudolph, Jason Baldridge, Hinrich SchÃŒtze
arXiv:1912.05877
PDF URL
2019
{Stand-Alone Self-Attention in Vision Models}  
Prajit Ramachandran, Niki Parmar, Ashish Vaswani, Irwan Bello, Anselm Levskaya, Jonathon Shlens
preprint
PDF URL
2019
{HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips}  
Antoine Miech, Dimitri Zhukov, Jean-Baptiste Alayrac, Makarand Tapaswi, Ivan Laptev, Josef Sivic
ICCV
PDF URL
2019
{Is Attention Interpretable?}  
Sofia Serrano, Noah A. Smith
ACL
PDF URL
2019
Write, Execute, Assess: Program Synthesis with a REPL  
Kevin Ellis, Maxwell Nye, Yewen Pu, Felix Sosa, Josh Tenenbaum, Armando Solar-Lezama
Advances in Neural Information Processing Systems 32
PDF URL
2019
Execution-Guided Neural Program Synthesis  
Xinyun Chen, Chang Liu, Dawn Song
International Conference on Learning Representations
PDF
2019
A generative adversarial network for style modeling in a text-to-speech system  
Shuang Ma, Daniel Mcduff, Yale Song
International Conference on Learning Representations
PDF URL
2019
Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck  
Shuang Ma, Daniel McDuff, Yale Song
ICCV
PDF URL
2019
{DensePhysNet: Learning Dense Physical Object Representations via Multi-step Dynamic Interactions}  
Zhenjia Xu, Jiajun Wu, Andy Zeng, Joshua B. Tenenbaum, Shuran Song
RSS
PDF URL
2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations  
Zhenzhong Lan, Mingda Chen, Sebastian Goodman, Kevin Gimpel, Piyush Sharma, Radu Soricut
preprint
PDF URL
2019
Improving Robot Success Detection using Static Object Data  
Rosario Scalise, Jesse Thomason, Yonatan Bisk, Siddhartha Srinivasa
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems
PDF URL
2019
Tactical Rewind: Self-Correction via Backtracking in Vision-and-Language Navigation  
Liyiming Ke, Xiujun Li, Yonatan Bisk, Ari Holtzman, Zhe Gan, Jingjing Liu, Jianfeng Gao, Yejin Choi, Siddhartha Srinivasa
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF URL
2019
{RoBERTa: A Robustly Optimized BERT Pretraining Approach}  
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, Veselin Stoyanov
preprint
PDF URL
2019
Unprofessional peer reviews disproportionately harm underrepresented groups in STEM  
Nyssa J. Silbiger, Amber D. Stubler
PeerJ
PDF URL
2019
Language Models are Unsupervised Multitask Learners  
Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, Ilya Sutskever
preprint
PDF
2019
Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One  
Will Grathwohl, Kuan-Chieh Wang, Jörn-Henrik Jacobsen, David Duvenaud, Mohammad Norouzi, Kevin Swersky
misc
URL
2019
Disentangling Disentanglement in Variational Autoencoders  
Emile Mathieu, Tom Rainforth, N Siddharth, Yee Whye Teh
Proceedings of the 36th International Conference on Machine Learning
PDF URL
2019
{Planning with State Abstractions for Non-Markovian Task Specifications}  
Yoonseon Oh, Roma Patel, Thao Nguyen, Baichuan Huang, Ellie Pavlick, Stefanie Tellex
preprint
PDF URL
2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives  
Elena Voita, Rico Sennrich, Ivan Titov
EMNLP
PDF URL
2019
{Prescribed Generative Adversarial Networks}  
Adji B. Dieng, Francisco J. R. Ruiz, David M. Blei, Michalis K. Titsias
arxiv:1910.04302
PDF URL
2019
Generic Intent Representation in Web Search  
Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul N. Bennett, Nick Craswell, Saurabh Tiwary
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval
PDF URL
2019
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks  
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba
International Conference on Learning Representations
PDF URL
2019
{BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding}  
Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
PDF URL
2019
{V2CNet: A Deep Learning Framework to Translate Videos to Commands for Robotic Manipulation}  
Anh Nguyen, Thanh-Toan Do, Ian Reid, Darwin G. Caldwell, Nikos G. Tsagarakis
15 pages. arXiv admin note: substantial text overlap with arXiv:1710.00290
PDF URL
2019
Entity-Centric Contextual Affective Analysis  
Anjalie Field, Yulia Tsvetkov
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
PDF URL
2019
The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations  
Jo{\~a}o Sedoc, Lyle Ungar
Proceedings of the First Workshop on Gender Bias in Natural Language Processing
PDF URL
2019
{C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion}  
David Novotny, Nikhila Ravi, Benjamin Graham, Natalia Neverova, Andrea Vedaldi
arxiv:1909.02533
PDF URL
2019
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML  
Aniruddh Raghu, Maithra Raghu, Samy Bengio, Oriol Vinyals
preprint
PDF URL
2019
{Attention is not Explanation}  
Sarthak Jain, Byron C. Wallace
Accepted as NAACL 2019 Long Paper. Draft Version
PDF URL
2019
Scaling data-driven robotics with reward sketching and batch reinforcement learning  
Serkan Cabi, Sergio Gómez Colmenarejo, Alexander Novikov, Ksenia Konyushkova, Scott Reed, Rae Jeong, Konrad Zolna, Yusuf Aytar, David Budden, Mel Vecerik, Oleg Sushkov, David Barker, Jonathan Scholz, Misha Denil, Nando de Freitas, Ziyu Wang
arXiv:1909.12200
PDF URL
2019
VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research  
Xin Wang, Jiawei Wu, Junkun Chen, Lei Li, Yuan-Fang Wang, William Yang Wang
The IEEE International Conference on Computer Vision (ICCV)
PDF URL
2019
{Task-Relevant Adversarial Imitation Learning}  
Konrad Zolna, Scott Reed, Alexander Novikov, Sergio Gomez Colmenarej, David Budden, Serkan Cabi, Misha Denil, Nando de Freitas, Ziyu Wang
arXiv:1910.01077
PDF URL
2019
{Visualizing and Measuring the Geometry of BERT}  
Andy Coenen, Emily Reif, Ann Yuan, Been Kim, Adam Pearce, Fernanda Vi{\'e}gas, Martin Wattenberg
8 pages, 5 figures
PDF URL
2019
Co-evolution of language and mindreading: A computational exploration  
Marieke Woensdregt
phdthesis
PDF URL
2019
{ERNIE: Enhanced Representation through Knowledge Integration}  
Yu Sun, Shuohuan Wang, Yukun Li, Shikun Feng, Xuyi Chen, Han Zhang, Xin Tian, Danxiang Zhu, Hao Tian, Hua Wu
8 pages
PDF URL
2019
Self-Monitoring Navigation Agent via Auxiliary Progress Estimation  
Chih-Yao Ma, Jiasen Lu, Zuxuan Wu, Ghassan AlRegib, Zsolt Kira, Richard Socher, Caiming Xiong
Proceedings of the International Conference on Learning Representations (ICLR)
PDF URL
2019
{Visual Navigation by Generating Next Expected Observations}  
Qiaoyun Wu, Dinesh Manocha, Jun Wang, Kai Xu
8 content pages, 4 supplementary pages, Corresponding author: Kai Xu (kevin.kai.xu@gmail.com)
PDF URL
2019
{Sim-Real Joint Reinforcement Transfer for 3D Indoor Navigation}  
Fengda Zhu, Linchao Zhu, Yi Yang
Paper has been accepted by CVPR 2019
PDF URL
2019
{A Mutual Information Maximization Perspective of Language Representation Learning}  
Lingpeng Kong, Cyprien de Masson d'Autume, Wang Ling, Lei Yu, Zihang Dai, Dani Yogatama
arxiv
PDF URL
2019
Large-Scale Long-Tailed Recognition in an Open World  
Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu
CVPR
PDF URL
2019
Domain Adaptive Dialog Generation via Meta Learning  
Kun Qian, Zhou Yu
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
PDF URL
2019
Pressure to communicate across knowledge asymmetries leads to pedagogically supportive language input  
Benjamin C Morris, Daniel Yurovsky
CogSci
PDF URL
2019
A critique of pure learning and what artificial neural networks can learn from animal brains  
Anthony M. Zador
Nature Communications
PDF URL
2019
{Vision-and-Dialog Navigation}  
Jesse Thomason, Michael Murray, Maya Cakmak, Luke Zettlemoyer
Conference on Robotic Learning
PDF URL
2019
{Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation}  
Xin Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao, Dinghan Shen, Yuan-Fang Wang, William Yang Wang, Lei Zhang
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
PDF URL
2019
Beyond turing: Intelligent agents centered on the user  
Maxine Eskenazi, Shikib Mehri, Evgeniia Razumovskaia, Tiancheng Zhao
arXiv preprint arXiv:1901.06613
PDF URL
2019
Dense Procedure Captioning in Narrated Instructional Videos  
Botian Shi, Lei Ji, Yaobo Liang, Nan Duan, Peng Chen, Zhendong Niu, Ming" Zhou
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
PDF URL
2019
COIN: A Large-scale Dataset for Comprehensive Instructional Video Analysis  
Yansong Tang, Dajun Ding, Yongming Rao, Yu Zheng, Danyang Zhang, Lili Zhao, Jiwen Lu, Jie Zhou
CVPR
PDF URL
2019
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training  
Gen Li, Nan Duan, Yuejian Fang, Ming Gong, Daxin Jiang, Ming Zhou
preprint
PDF URL
2019
{DMRM: A Dual-channel Multi-hop Reasoning Model for Visual Dialog}  
Feilong Chen, Fandong Meng, Jiaming Xu, Peng Li, Bo Xu, Jie Zhou
AAAI
PDF URL
2019
{A Short Note on the Kinetics-700 Human Action Dataset}  
Joao Carreira, Eric Noland, Chloe Hillier, Andrew Zisserman
arXiv admin note: substantial text overlap with arXiv:1808.01340
PDF URL
2020
{Scaling Laws for Neural Language Models}  
Jared Kaplan, Sam McCandlish, Tom Henighan, Tom B. Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, Dario Amodei
arxiv
PDF URL
2020
{Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision}  
Hao Tan, Mohit Bansal
EMNLP 2020 (15 pages)
PDF URL
2020
{Deep compositional robotic planners that follow natural language commands}  
Yen-Ling Kuo, Boris Katz, Andrei Barbu
ICRA
PDF URL
2020
{In Defense of Grid Features for Visual Question Answering}  
Huaizu Jiang, Ishan Misra, Marcus Rohrbach, Erik Learned-Miller, Xinlei Chen
arXiv:2001.03615
PDF URL
2020
PIQA: Reasoning about Physical Commonsense in Natural Language  
Yonatan Bisk, Rowan Zellers, Ronan Le Bras, Jianfeng Gao, Yejin Choi
Thirty-Fourth AAAI Conference on Artificial Intelligence
PDF URL
2020
{Longformer: The Long-Document Transformer}  
Iz Beltagy, Matthew E. Peters, Arman Cohan
arXiv:2004.05150
PDF URL
2020
Learning Representations by Predicting Bags of Visual Words  
Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord
CVPR
PDF URL
2020
Information-Theoretic Probing for Linguistic Structure  
Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, Ran Zmigrod, Adina Williams, Ryan Cotterell
ACL
PDF URL
2020
{Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels}  
Ilya Kostrikov, Denis Yarats, Rob Fergus
arXiv:2004.13649
PDF URL
2020
{Explore then Execute: Adapting without Rewards via Factorized Meta-Reinforcement Learning}  
Evan Zheran Liu, Aditi Raghunathan, Percy Liang, Chelsea Finn
Project web page at https://ezliu.github.io/dream
PDF URL
2020
Transferable Task Execution from Pixels through Deep Planning Domain Learning  
Kei Kase, Chris Paxton, Hammad Mazhar, Tetsuya Ogata, Dieter Fox
ICRA
PDF URL
2020
{ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks}  
Mohit Shridhar, Jesse Thomason, Daniel Gordon, Yonatan Bisk, Winson Han, Roozbeh Mottaghi, Luke Zettlemoyer, Dieter Fox
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
PDF URL
2020
{Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-training}  
Weituo Hao, Chunyuan Li, Xiujun Li, Lawrence Carin, Jianfeng Gao
CVPR
PDF URL
2020
{Obtaining Faithful Interpretations from Compositional Neural Networks}  
Sanjay Subramanian, Ben Bogin, Nitish Gupta, Tomer Wolfson, Sameer Singh, Jonathan Berant, Matt Gardner
ACL
PDF URL
2020
Shaping Visual Representations with Language for Few-Shot Classification  
Jesse Mu, Percy Liang, Noah Goodman
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
PDF URL
2020
Emergence of Syntax Needs Minimal Supervision  
Rapha{\"e}l Bailly, Kata G{\'a}bor
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
PDF URL
2020
{Probing Text Models for Common Ground with Visual Representations}  
Gabriel Ilharco, Rowan Zellers, Ali Farhadi, Hannaneh Hajishirzi
arXiv:2005.00619
PDF URL
2020
Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting  
Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander Hauptmann
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
PDF URL
2020
Dynamics-Aware Unsupervised Skill Discovery  
Archit Sharma, Shixiang Gu, Sergey Levine, Vikash Kumar, Karol Hausman
International Conference on Learning Representations
PDF URL
2020
{A Simple Framework for Contrastive Learning of Visual Representations}  
Ting Chen, Simon Kornblith, Mohammad Norouzi, Geoffrey Hinton
arxiv:2002.05709
PDF URL
2020
{Hopfield Networks is All You Need}  
Hubert Ramsauer, Bernhard Schäfl, Johannes Lehner, Philipp Seidl, Michael Widrich, Lukas Gruber, Markus Holzleitner, Milena Pavlović, Geir Kjetil Sandve, Victor Greiff, David Kreil, Michael Kopp, Günter Klambauer, Johannes Brandstetter, Sepp Hochreiter
ArXiv
PDF URL
2020
Learning to execute instructions in a {M}inecraft dialogue  
Prashant Jayannavar, Anjali Narayan-Chen, Julia Hockenmaier
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
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2020
{Bayesian Deep Learning and a Probabilistic Perspective of Generalization}  
Andrew Gordon Wilson, Pavel Izmailov
arxiv
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2020
On the Relationship between Self-Attention and Convolutional Layers  
Jean-Baptiste Cordonnier, Andreas Loukas, Martin Jaggi
International Conference on Learning Representations
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2020
{SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions}  
Ramprasaath R. Selvaraju, Purva Tendulkar, Devi Parikh, Eric Horvitz, Marco Ribeiro, Besmira Nushi, Ece Kamar
arXiv:2001.06927
PDF
2020
Informing Multi-Modal Planning with Synergistic Discrete Leads  
Zachary Kingston, Andrew M. Wells, Mark Moll, Lydia E. Kavraki
IEEE Intl. Conf. on Robotics and Automation
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2020
{Unsupervised Question Decomposition for Question Answering}  
Ethan Perez, Patrick Lewis, Wen-tau Yih, Kyunghyun Cho, Douwe Kiela
arxiv:2002.09758
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2020
{Towards a Human-like Open-Domain Chatbot}  
Daniel Adiwardana, Minh-Thang Luong, David R. So, Jamie Hall, Noah Fiedel, Romal Thoppilan, Zi Yang, Apoorv Kulshreshtha, Gaurav Nemade, Yifeng Lu, Quoc V. Le
arxiv
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2020
{Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think!}  
Jack Hessel, Lillian Lee
arXiv:2010.06572
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2020
{C}omp{G}uess{W}hat?!: A Multi-task Evaluation Framework for Grounded Language Learning  
Alessandro Suglia, Ioannis Konstas, Andrea Vanzo, Emanuele Bastianelli, Desmond Elliott, Stella Frank, Oliver Lemon
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
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2020
{Vision-Dialog Navigation by Exploring Cross-modal Memory}  
Yi Zhu, Fengda Zhu, Zhaohuan Zhan, Bingqian Lin, Jianbin Jiao, Xiaojun Chang, Xiaodan Liang
CVPR
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2020
Program Guided Agent  
Shao-Hua Sun, Te-Lin Wu, Joseph J. Lim
International Conference on Learning Representations
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2020
Learning The Difference That Makes A Difference With Counterfactually-Augmented Data  
Divyansh Kaushik, Eduard Hovy, Zachary Lipton
International Conference on Learning Representations
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2020
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators  
Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning
International Conference on Learning Representations
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2020
Robots That Use Language  
Stefanie Tellex, Nakul Gopalan, Hadas Kress-Gazit, Cynthia Matuszek
Annual Review of Control, Robotics, and Autonomous Systems
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2020
The Diversity{\textendash}Innovation Paradox in Science  
Bas Hofstra, Vivek V. Kulkarni, Sebastian Munoz-Najar Galvez, Bryan He, Dan Jurafsky, Daniel A. McFarland
Proceedings of the National Academy of Sciences
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2020
Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions  
Tian Jin, Zhun Liu, Shengjia Yan, Alexandre Eichenberger, Louis-Philippe Morency
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
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2020
Learning to Segment Actions from Observation and Narration  
Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom, Chris Dyer, Stephen Clark, Aida Nematzadeh
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
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2020
Can Neural Network Language Models Learn Spatial Perspective From Text Alone?  
Carolyn Jane Anderson, Tessa Patapoutian
“Bridging AI and Cognitive Science” (ICLR 2020)
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2020
{Planning to Explore via Self-Supervised World Models}  
Ramanan Sekar, Oleh Rybkin, Kostas Daniilidis, Pieter Abbeel, Danijar Hafner, Deepak Pathak
Videos and code at https://ramanans1.github.io/plan2explore/
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2020
On the interaction between supervision and self-play in emergent communication  
Ryan Lowe, Abhinav Gupta, Jakob Foerster, Douwe Kiela, Joelle Pineau
ICLR
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2020
CATER: A diagnostic dataset for Compositional Actions & TEmporal Reasoning  
Rohit Girdhar, Deva Ramanan
International Conference on Learning Representations
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2020
{Environment-agnostic Multitask Learning for Natural Language Grounded Navigation}  
Xin Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi
arXiv:2003.00443
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2020
Words Aren{'}t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions  
Arjun Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu, Siva Reddy
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
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2020
Getting Closer to AI Complete Question Answering: A Set of Prerequisite Real Tasks  
Anna Rogers, Olga Kovaleva, Matthew Downey, Anna Rumshisky
AAAI
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2020
Environmental drivers of systematicity and generalization in a situated agent  
Felix Hill, Andrew Lampinen, Rosalia Schneider, Stephen Clark, Matthew Botvinick, James L. McClelland, Adam Santoro
International Conference on Learning Representations
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2020
{Inducing Relational Knowledge from BERT}  
Zied Bouraoui, Jose Camacho-Collados, Steven Schockaert
AAAI
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2020
{B}aby{W}alk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps  
Wang Zhu, Hexiang Hu, Jiacheng Chen, Zhiwei Deng, Vihan Jain, Eugene Ie, Fei Sha
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
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2020
SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems  
Beidi Chen, Tharun Medini, James Farwell, Sameh Gobriel, Charlie Tai, Anshumali Shrivastava
MLSys
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2020
Transformer on a Diet  
Chenguang Wang, Zihao Ye, Aston Zhang, Zheng Zhang, Alexander J. Smola
arXiv:2002.06170
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2020
CLEVRER: Collision Events for Video Representation and Reasoning  
Kexin Yi, Chuang Gan, Yunzhu Li, Pushmeet Kohli, Jiajun Wu, Antonio Torralba, Joshua B. Tenenbaum
International Conference on Learning Representations
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2020
{The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes}  
Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Pratik Ringshia, Davide Testuggine
arXiv:2005.04790
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2020
Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning  
Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
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2020
Information-Theoretic Probing with Minimum Description Length  
Elena Voita, Ivan Titov
arxiv:2003.12298
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2020
More than words: The online orchestration of word predictability, prosody, gesture, and mouth movements during natural language comprehension  
Ye Zhang, Diego Frassinelli, Jyrki Tuomainen, Jeremy I Skipper, Gabriella Vigliocco
bioRxiv
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2020
Recipes for building an open-domain chatbot  
Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Kurt Shuster, Eric M. Smith, Y-Lan Boureau, Jason Weston
arXiv preprint arXiv:2004.13637
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2020
{Rethinking Parameter Counting in Deep Models: Effective Dimensionality Revisited}  
Wesley J. Maddox, Gregory Benton, Andrew Gordon Wilson
arXiv:2003.02139
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2020
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer  
Jianfei Yu, Jing Jiang, Li Yang, Rui Xia
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
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2020
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering  
Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, Richard Socher, Caiming Xiong
International Conference on Learning Representations
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2020
ActBERT: Learning Global-Local Video-Text Representations  
Linchao Zhu, Yi Yang
CVPR
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2020
{K}nowledge Supports Visual Language Grounding: {A} Case Study on Colour Terms  
Simeon Sch{\"u}z, Sina Zarrie{\ss}
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
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2020
Neural Machine Translation with Universal Visual Representation  
Zhuosheng Zhang, Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Zuchao Li, Hai Zhao
International Conference on Learning Representations
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2020
{Evaluating NLP Models via Contrast Sets}  
Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant, Ben Bogin, Sihao Chen, Pradeep Dasigi, Dheeru Dua, Yanai Elazar, Ananth Gottumukkala, Nitish Gupta, Hanna Hajishirzi, Gabriel Ilharco, Daniel Khashabi, Kevin Lin, Jiangming Liu, Nelson F. Liu, Phoebe Mulcaire, Qiang Ning, Sameer Singh, Noah A. Smith, Sanjay Subramanian, Reut Tsarfaty, Eric Wallace, Ally Zhang, Ben Zhou
arXiv:2004.02709
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2020
{AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search}  
Daoyuan Chen, Yaliang Li, Minghui Qiu, Zhen Wang, Bofang Li, Bolin Ding, Hongbo Deng, Jun Huang, Wei Lin, Jingren Zhou
arXiv:2001.04246
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2020
UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation  
Huaishao Luo, Lei Ji, Botian Shi, Haoyang Huang, Nan Duan, Tianrui Li, Xilin Chen, Ming Zhou
arXiv:2002.06353
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2020
Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense  
Yixin Zhu, Tao Gao, Lifeng Fan, Siyuan Huang, Mark Edmonds, Hangxin Liu, Feng Gao, Chi Zhang, Siyuan Qi, Ying Nian Wu, Joshua B. Tenenbaum, Song-Chun Zhu
Engineering
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2020
{Visual Grounding in Video for Unsupervised Word Translation}  
Gunnar A. Sigurdsson, Jean-Baptiste Alayrac, Aida Nematzadeh, Lucas Smaira, Mateusz Malinowski, João Carreira, Phil Blunsom, Andrew Zisserman
CVPR 2020
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2020
End-to-End Learning of Visual Representations From Uncurated Instructional Videos  
A. {Miech}, J. -B. {Alayrac}, L. {Smaira}, I. {Laptev}, J. {Sivic}, A. {Zisserman}
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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2020
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents  
Kurt Shuster, Da Ju, Stephen Roller, Emily Dinan, Y-Lan Boureau, Jason Weston
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
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2020
Learning About Objects by Learning to Interact with Them  
Martin Lohmann, Jordi Salvador, Aniruddha Kembhavi, Roozbeh Mottaghi
NeurIPS 2020
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2020
Connecting Vision and Language with Localized Narratives  
Jordi Pont-Tuset, Jasper Uijlings, Soravit Changpinyo, Radu Soricut, Vittorio Ferrari
ECCV